fin-440

profileSJBRANA
Group2Fin440DataCollectionUpdated1.xlsx
Home>Business & Finance homework help>fin-440

Performance

Citi Group Inc WELLS FARGO & COMPANY
Pages 12/31/20 12/31/19 12/31/18 12/31/17 12/31/16 12/31/20 12/31/19 12/31/18 12/31/17 12/31/16
Total Assets ($000) (Balance Sheet $) 4 1,661,267,000 1,453,998,000.00 1,406,745,000 1,384,707,000 1,349,581,000 1,767,808,000 1,712,919,000 1,689,351,000 1,747,398,000 1,727,279,000
Total Liabilities ($000) 4 1,501,398,000 1,303,262,000 1,258,162,000 1,242,187,000 1,204,776,000 1,596,880,000.00 1,545,526,000 1,524,108,000 1,580,796,000 1,571,451,000
Total Equity ($000) 159,869,000.00 150,736,000.00 148,583,000.00 142,520,000.00 144,805,000.00 170,928,000 167,393,000 165,243,000 166,602,000 155,828,000
Net Income ($000) (Income Statement $)2 8,828,000 17,405,000 16,582,000 757,000 12,799,000 3,455,000 19,553,000 21,667,000 21,090,000 19,970,000
Total Revenue ($000) 64,392,203 75,416,633 71,102,696 65,475,077 61,715,923 68,272,000 86,475,367 85,669,418 81,417,692 78,653,923
Interest Income ($000) 2 47,464,203 59,389,633 55,613,696 50,171,077 47,286,923 44,833,000 60,870,367 60,002,418 55,392,692 49,916,923
Non-interest Income ($000) 2 15,611,000 14,760,000 15,415,000 14,623,000 13,883,000 22,587,000 25,455,000 25,559,000 25,432,000 27,808,000
Income Taxes ($000) 2 2,215,203 4,919,633 5,128,696 18,325,077 6,120,923 -695,000 5,187,367 5,789,418 5,251,692 10,173,923
Total Expenses ($000) 53,387,000 53,125,000 49,435,000 46,227,000 42,690,000 65,431,000 61,731,000 58,217,000 55,057,000 48,512,000
Interest Expenses ($000) 2 7,459,000 16,934,000 13,486,000 9,660,000 7,389,000 4,211,000 12,500,000 9,433,000 5,985,000 3,748,000
Non-interest Expenses ($000) 2 31,593,000 29,109,000 29,810,000 30,297,000 29,758,000 48,264,000 46,552,000 46,518,000 46,615,000 41,193,000
Provisions for Loan & Lease Losses ($000) 2 14,335,000 7,082,000 6,139,000 6,270,000 5,543,000 12,956,000 2,679,000 2,266,000 2,457,000 3,571,000
Trading Profit ($000) 1,317,000 1,267,000 74,000 681,000 546,000 852,000 150,000 108,000 593,000 929,000
Realized G/L HLD-TO-MATURITY SEC ($000) 2 0 0 0 -2,000 -37,000 0 0 0 0 0
Realized G/L AVAIL-FOR-SALE SEC ($000) 2 1,317,000 1,267,000 74,000 683,000 583,000 852,000 150,000 108,000 593,000 929,000
Return on Equity 0.0552202115 0.1154667764 0.1116009234 0.0053115352 0.0883878319 0.0202131892 0.1168089466 0.1311220445 0.1265891166 0.1281541186
Return on Assets 0.0053140164 0.0119704429 0.0117874952 0.000546686 0.0094836842 0.0019543978 0.0114150173 0.0128256354 0.012069374 0.011561537
Equity Multiplier 10.3914267306 9.6459903407 9.4677385704 9.7158784732 9.3199889507 10.3424131798 10.2329189393 10.2234345782 10.4884575215 11.0845226789
Expense Ratio 0.0321363152 0.0365371892 0.035141408 0.0333839578 0.0316320399 0.0370125036 0.0360384817 0.0344611629 0.0315079907 0.0280857927
Interest Expense Ratio 0.0044899465 0.0116465085 0.0095866699 0.0069762051 0.0054750326 0.002382046 0.0072974846 0.0055838011 0.0034250926 0.0021698869
Non-interest Expense Ratio 0.0190174126 0.0200199725 0.0211907631 0.021879719 0.0220498066 0.0273016074 0.0271770002 0.0275360183 0.0266768075 0.0238484923
Provisions for Loan Losses Ratio 0.0086289561 0.0048707082 0.004363975 0.0045280337 0.0041072007 0.0073288502 0.0015639969 0.0013413435 0.0014060907 0.0020674135
Tax Ratio 0.0013334419 0.0033835212 0.0036457894 0.0132339022 0.0045354247 -0.0003931422 0.0030283785 0.0034270072 0.0030054355 0.0058901446
Asset Utilization 0.0387608994 0.0518684572 0.0505441256 0.047284427 0.0457296917 0.0386195786 0.0504842126 0.0507114377 0.0465936736 0.0455363164
Interest Income Ratio 0.0285710864 0.040845746 0.0395336013 0.0362322694 0.0350382252 0.0253607858 0.0355360452 0.0355180291 0.0317001004 0.0288991663
Noninterest Income Ratio 0.0093970445 0.0101513207 0.0109579206 0.0105603568 0.0102868965 0.01277684 0.0148605976 0.0151294787 0.0145542115 0.01609931
Trading Profit Ratio 0.000793 0.000871 0.000053 0.000492 0.000405 0.000482 0.000088 0.000064 0.000339 0.000538

risk

Table 3: Risk Measures for State Street Bank and Regions Bank
Citi Group Inc Wells Fargo Bank
Dec-20 Dec-19 Dec-18 Dec-17 Dec-16 Dec-20 Dec-19 Dec-18 Dec-17 Dec-16
Risk Ratios Pg # BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT BANK PG 1 PCT
Credit Risk
Gross loss / Avg. tot. LN&LS 7 1.25 0.47 93 1.25 0.43 92 1.18 0.38 92 1.24 0.39 92 1.25 0.39 92 0.47 0.47 46 0.44 0.43 46 0.46 0.38 65 0.45 0.39 73 0.51 0.39 80
Net loss / Avg. tot. LN&LS 7 1.02 0.36 96 1.03 0.33 96 0.96 0.27 92 1 0.28 92 1 0.29 92 0.34 0.36 46 0.3 0.33 46 0.29 0.27 61 0.29 0.28 57 0.35 0.29 76
Recoveries / Avg. tot. LN&LS 7 0.23 0.09 90 0.22 0.1 88 0.22 0.11 92 0.24 0.11 92 0.25 0.1 92 0.13 0.09 76 0.15 0.1 76 0.17 0.11 80 0.16 0.11 84 0.16 0.1 72
90 days past due / EOP LN&LS 8A 0.38 0.21 76 0.39 0.22 80 0.41 0.24 80 0.46 0.28 73 0.54 0.33 72 0.94 0.21 96 0.83 0.22 96 1.01 0.24 92 1.41 0.28 96 1.44 0.33 96
Total nonaccrual LN&LS / EOP LN&LS 8A 0.7 0.84 50 0.48 0.56 30 0.43 0.55 34 0.6 0.64 50 0.84 0.8 48 0.99 0.84 70 0.59 0.56 50 0.65 0.55 69 0.76 0.64 65 0.98 0.8 68
Total noncurrent / EOP LN&LS 8A 1.07 1.09 50 0.88 0.79 61 0.84 0.81 57 1.06 0.97 50 1.37 1.2 56 1.93 1.09 83 1.42 0.79 92 1.66 0.81 96 2.17 0.97 96 2.43 1.2 96
LN&LS allowance to total LN&LS 7 3.41 1.74 96 1.66 0.91 96 1.63 0.93 96 1.69 0.96 96 1.76 1.01 96 2.05 1.74 60 0.98 0.91 53 1.02 0.93 57 1.07 0.96 53 1.11 1.01 52
LN&LS allowance / Net losses (X) 7 3.3 8.07 7 1.65 6.38 12 1.73 7.32 8 1.77 4.29 8 1.77 4.27 8 5.83 8.07 75 3.37 6.38 56 3.5 7.32 40 3.71 4.29 37 3.23 4.27 33
LN&LS allowance / Total nonaccural LN&LS (X) 7 4.9 2.48 89 3.43 1.8 88 3.75 1.83 92 2.8 1.59 92 2.1 1.38 88 2.06 2.48 44 1.66 1.8 52 1.57 1.83 44 1.42 1.59 52 1.13 1.38 40
Earnings coverage of net losses (X) 7 3.6 52.61 17 4.22 60.91 12 4.51 114.26 8 4.06 17.02 8 4.03 18.43 12 4.65 52.61 28 9.72 60.91 60 10.72 114.26 40 10.05 17.02 50 9.86 18.43 66
Net loan and lease growth rate 1 -4.37 4.5 16 2.13 6.1 30 2.61 4.54 38 7.04 2.98 80 1.49 3.13 40 -6.68 4.5 10 1.33 6.1 23 -0.93 4.54 11 -0.36 2.98 34 6.34 3.13 72
Liquidity Risk
% Total (EOP) Assets (except where noted)
Total equity 11 9.62 9.95 30 10.37 11.39 26 10.56 11.47 30 10.29 11.78 23 10.73 11.76 32 9.67 9.95 33 9.77 11.39 15 9.78 11.47 15 9.53 11.78 11 9.02 11.76 8
Core deposits 10 34.03 70.68 6 30.36 61.54 7 28.72 60.87 11 30.17 61.47 11 28.59 61.21 8 78.14 70.68 60 69.8 61.54 57 67.68 60.87 53 65.33 61.47 42 64.64 61.21 44
S.T Noncore funding 10 15.16 7.3 83 20.12 12.06 84 21 12.15 84 18.33 10.93 88 17.55 10.32 80 4.24 7.3 30 10.94 12.06 46 11.78 12.15 57 12.54 10.93 61 10.52 10.32 60
Net loans & leases / Total deposits 10 48.92 57.02 40 60.74 69.61 34 62.64 70.4 38 64.08 69.83 34 61.83 68.46 36 58.94 57.02 46 67.61 69.61 46 68.72 70.4 46 67.02 69.83 42 69.75 68.46 44
Net loans & leases / Core deposits 10 110.95 67.71 96 148.58 86.39 96 158.97 89.02 96 149.8 86.23 96 151.51 85.39 96 63.13 67.71 36 78.16 86.39 30 80.66 89.02 30 81.55 86.23 30 83.67 85.39 40
Avg. available for sale securities / aTA 6 18.25 17.43 56 17.37 16.1 65 18.91 15.89 73 20.11 16.48 73 21.52 16.63 80 12.94 17.43 33 14.96 16.1 50 14.93 15.89 53 15.19 16.48 53 15.08 16.63 52
Short-term investments 10a 25.89 18.4 76 22.37 11.73 80 21.22 12.69 73 17.75 12.84 65 16.84 12.99 68 18.49 18.4 53 11.31 11.73 57 11.57 12.69 61 12.94 12.84 61 13.29 12.99 60
Pledged securities / Total securities 10a 56.65 24.15 80 44.36 21.07 84 43.72 23.34 84 39.92 24.16 84 47.01 26.04 88 16.61 24.15 43 14.49 21.07 34 13.96 23.34 30 16.84 24.16 38 21.95 26.04 48
Capital Risk
Tier 1 leverage capital / Total assets 11 8.6286 8.42 53 9.1005 9.56 46 9.38 9.56 50 9.0264 9.72 46 9.4861 9.52 52 8.6532 8.42 56 8.5593 9.56 26 8.6365 9.56 26 8.3878 9.72 19 7.7144 9.52 20
Tier 1 Capital / Risk-weighted assets 11 13.9651 13.59 66 12.8787 12.71 65 12.7047 12.8 61 12.4849 13.07 50 12.6337 12.8 56 13.8327 13.59 63 12.5911 12.71 61 12.3623 12.8 50 12.252 13.07 46 10.8158 12.8 28
Total RBC / Risk-weighted assets 11 16.31 15.18 70 15.2448 14.11 73 15.0225 14.28 73 14.8513 14.6 69 15.0138 14.35 72 16.0021 15.18 63 14.4047 14.11 61 14.1553 14.28 57 14.1703 14.6 53 12.7012 14.35 24
Equity capital / Total assets 11 9.62 9.95 30 10.37 11.39 26 10.56 11.47 30 10.29 11.78 23 10.73 11.76 32 9.67 9.95 33 9.77 11.39 15 9.78 11.47 15 9.53 11.78 11 9.02 11.76 8
Dividend payout 11 25.29 54.05 29 99.02 78.52 68 49.86 76.83 26 812.57 68.66 96 106.94 61.03 80 50.59 54.05 48 109.83 78.52 88 94.54 76.83 73 75.8 68.66 56 60.1 61.03 48
Growth rate in total equity capital 11 6.04 7.13 56 1.45 6.98 19 4.28 1.43 80 -1.66 3.26 11 -0.29 3.38 24 2.12 7.13 23 1.48 6.98 26 -0.78 1.43 23 6.94 3.26 80 3.26 3.38 52
Equity growth less asset growth 11 -8.22 -11.72 63 -1.91 0.39 38 2.69 -2.05 76 -4.26 0.68 15 -4.12 -1.41 36 -1.08 -11.72 93 0.09 0.39 57 2.54 -2.05 73 5.77 0.68 80 -3.98 -1.41 40
Operational Risk
Total assets / Number of employees ($Million) 3 9.88 39.93 30 9.16 15.76 50 8.6 14.71 53 8.19 15.29 50 8.47 20.7 52 7.57 39.93 3 7.35 15.76 19 7.33 14.71 34 7.52 15.29 38 7.34 20.7 28
Personnel expense / Number of employees (X) 3 92.22 147.38 3 93.54 135.44 11 90.74 127.39 3 88.65 123 7 80 120.87 4 120.95 147.38 43 111.76 135.44 46 107.92 127.39 38 103.75 123 42 98.15 120.87 36
Efficiency ratio 3 56.81 60.84 33 50.88 59.43 19 51.81 58.58 23 54.95 60.49 26 55.33 61.7 24 76.36 60.84 86 63.06 59.43 73 61.1 58.58 65 62.29 60.49 61 55.68 61.7 28
Interest Rate Risk
Net Over 3 Year Position (%TA) 9 17.13 35.11 6 14.61 34.4 7 13.66 33.75 7 15.67 33.59 11 17.32 32.53 12 39.51 35.11 63 40.05 34.4 73 39.21 33.75 69 39.04 33.59 65 38.07 32.53 68
Loans/Securities Over 3 Year (%TA) 9 17.51 35.97 6 15.37 35.72 7 14.17 35.06 7 16.02 34.89 11 17.7 33.99 12 39.83 35.97 66 41.08 35.72 73 40.1 35.06 65 39.75 34.89 65 39.08 33.99 68
Liabilities Over 3 Year (%TA) 9 0.39 0.83 33 0.76 1.33 34 0.51 1.46 23 0.35 1.41 30 0.38 1.61 28 0.32 0.83 26 1.03 1.33 42 0.89 1.46 34 0.71 1.41 34 1 1.61 44
Total Risk
Standard Deviation of Monthly Stock Price 0.09 N/A N/A 0.05 N/A N/A 0.07 N/A N/A 0.10 N/A N/A 0.17 N/A N/A 0.07 N/A N/A 0.05 N/A N/A 0.07 N/A N/A 0.05 N/A N/A 0.14 N/A N/A

Totalrisk Citi

2016 2017 2018 2019 2020
Total Risk 0.0942 0.0450 0.0727 0.1004 0.1729
Standard Deviation (Monthly)
Date Adj Close Return Standard Deviation
12/1/15 45.16909
1/1/16 37.165218 -0.1771979909
2/1/16 33.951397 -0.0864738907
3/1/16 36.485741 0.0746462362
4/1/16 40.444561 0.1085032095
5/1/16 40.74102 0.0073300091
6/1/16 37.084221 -0.0897571784
7/1/16 38.326481 0.0334983442
8/1/16 41.916004 0.0936564721
9/1/16 41.46822 -0.0106828886
10/1/16 43.153999 0.0406523116
11/1/16 49.510757 0.1473040309
12/1/16 52.352463 0.0573957292 0.0942381827
1/1/17 49.181187 -0.0605754881
2/1/17 52.687214 0.0712879703
3/1/17 52.846874 0.0030303367
4/1/17 52.22847 -0.0117018085
5/1/17 53.625713 0.0267525164
6/1/17 59.241631 0.1047243512
7/1/17 60.632309 0.0234746744
8/1/17 60.260277 -0.0061358706
9/1/17 64.730721 0.0741855866
10/1/17 65.407051 0.0104483619
11/1/17 67.186829 0.0272107972
12/1/17 66.501587 -0.0101990526 0.0450384409
1/1/18 70.139015 0.0546968601
2/1/18 67.466797 -0.0380988812
3/1/18 60.570721 -0.1022143678
4/1/18 61.261669 0.0114072936
5/1/18 59.843876 -0.0231432317
6/1/18 60.334431 0.0081972464
7/1/18 64.815346 0.0742679582
8/1/18 64.229294 -0.009041871
9/1/18 65.087807 0.0133663777
10/1/18 59.390133 -0.0875382696
11/1/18 58.782253 -0.0102353702
12/1/18 47.557766 -0.1909502686 0.0727170554
1/1/19 58.885384 0.2381865035
2/1/19 58.446896 -0.0074464658
3/1/19 57.238693 -0.0206718078
4/1/19 65.039772 0.1362903063
5/1/19 57.174294 -0.1209333575
6/1/19 64.838097 0.1340428095
7/1/19 65.884323 0.0161359764
8/1/19 59.579212 -0.095699716
9/1/19 64.439362 0.0815745935
10/1/19 67.032608 0.0402431979
11/1/19 70.073616 0.0453661
12/1/19 75.055855 0.07110007 0.1003686097
1/1/20 69.907448 -0.0685943422
2/1/20 60.015327 -0.1415031056
3/1/20 39.833687 -0.3362747653
4/1/20 45.924118 0.1528964919
5/1/20 45.309399 -0.0133855374
6/1/20 48.839172 0.07790377
7/1/20 47.797398 -0.0213307056
8/1/20 49.353081 0.0325474412
9/1/20 41.619938 -0.1566901771
10/1/20 39.988354 -0.0392019806
11/1/20 53.825478 0.3460288463
12/1/20 60.266552 0.119665895 0.1729166543
1/1/21 56.679493 -0.0595198975
2/1/21 64.940071 0.1457419176
3/1/21 71.712051 0.1042804527
4/1/21 70.223595 -0.0207560093
5/1/21 78.126625 0.1125409487
6/1/21 70.225624 -0.1011307093
7/1/21 67.11882 -0.0442403189
8/1/21 71.910004 0.0713836149
9/1/21 70.18 -0.0240579044

Totalrisk Wellsfargo

2016 2017 2018 2019 2020
Total Risk 0.0745 0.0529 0.0740 0.0517 0.1378
Standard Deviation (Monthly)
Date Adj Close Return Standard Deviation
12/1/15 45.548386
1/1/16 42.087856 -0.0759748106
2/1/16 39.314396 -0.0658969181
3/1/16 40.834576 0.0386672607
4/1/16 42.202477 0.0334985969
5/1/16 42.827316 0.0148057423
6/1/16 40.270905 -0.0596911326
7/1/16 40.81546 0.0135222936
8/1/16 43.223373 0.058995121
9/1/16 37.978363 -0.1213466149
10/1/16 39.462151 0.0390692985
11/1/16 45.388763 0.1501847175
12/1/16 47.660915 0.0500597912 0.0744740751
1/1/17 48.716015 0.0221376363
2/1/17 50.056492 0.0275161464
3/1/17 48.463497 -0.031823944
4/1/17 46.878815 -0.0326984658
5/1/17 44.527905 -0.0501486652
6/1/17 48.584328 0.0910984471
7/1/17 47.29541 -0.0265295014
8/1/17 44.77895 -0.0532072774
9/1/17 48.707611 0.0877345494
10/1/17 49.581963 0.0179510344
11/1/17 49.873425 0.0058783877
12/1/17 53.957153 0.0818818439 0.0529220284
1/1/18 58.501762 0.0842262563
2/1/18 51.947224 -0.11204001
3/1/18 46.889095 -0.0973705351
4/1/18 46.486485 -0.0085864315
5/1/18 48.30265 0.0390686669
6/1/18 49.973335 0.0345878539
7/1/18 51.640919 0.0333694759
8/1/18 52.713585 0.0207716288
9/1/18 47.72403 -0.0946540631
10/1/18 48.332378 0.0127472051
11/1/18 49.28577 0.0197257416
12/1/18 42.178741 -0.1442004254 0.0740458609
1/1/19 44.76915 0.0614150384
2/1/19 46.080154 0.0292836473
3/1/19 44.630051 -0.031469144
4/1/19 44.713173 0.0018624671
5/1/19 40.981686 -0.0834538627
6/1/19 44.128929 0.076796328
7/1/19 45.145424 0.0230346628
8/1/19 43.429497 -0.0380088799
9/1/19 47.568089 0.0952944954
10/1/19 48.690346 0.0235926442
11/1/19 51.359211 0.0548130219
12/1/19 51.222355 -0.0026646827 0.0517137743
1/1/20 44.691029 -0.1275092877
2/1/20 38.892811 -0.1297400872
3/1/20 27.61648 -0.2899335561
4/1/20 27.953266 0.0121951096
5/1/20 25.470669 -0.0888124128
6/1/20 25.134039 -0.0132163784
7/1/20 23.818428 -0.0523437956
8/1/20 23.710428 -0.0045343043
9/1/20 23.177065 -0.0224948702
10/1/20 21.146238 -0.087622268
11/1/20 26.962687 0.2750583343
12/1/20 29.889214 0.108539887 0.1378460121
1/1/21 29.592102 -0.0099404421
2/1/21 35.821499 0.2105087702
3/1/21 38.816006 0.0835952454
4/1/21 44.757126 0.1530585089
5/1/21 46.416271 0.0370699629
6/1/21 45.093727 -0.0284931118
7/1/21 45.74091 0.0143519519
8/1/21 45.501953 -0.0052241418
9/1/21 46.41 0.0199562203

WRDS CITI

RCFD1410 RCFD1590 RCFD1754 RCFD1766 RCFD1773 RCFD1975 RCFD2170 RCFD2200 RCFD3123 RCFD3210 RCON2210 RCON2215 Entity NM_SHORT Date RIAD4073 RIAD4079 RIAD4093 RIAD4107 RIAD4230 RIAD4256 RIAD4340 RIAD4635 Entity NM_SHORT Date
Real state loan Agriculture loan Held to maturity Commercial and industrial loan Available for sale securities Loans to individuals Total Assets Total Deposit Allowance for loan and lease Total Equity Demand Deposit Transaction Deposits Intrest Expenses Non Intrest Income Non Intrest Expenses Intrest Income Loan loss Provision Real estate loan charge off Net Income Loan Charge off
35014000 209000 0 78966000 42487000 38538000 337958000 242063000 4630000 23269000 9241000 9879000 476810 CITI BK 20000331 3217000 3938000 3630000 5851000 415000 1590000 518000 476810 CITI BK 20000331
36137000 170000 0 82887000 40635000 42423000 356826000 259834000 4712000 24468000 10364000 11001000 476810 CITI BK 20000630 6837000 6721000 7156000 12220000 785000 2713000 1021000 476810 CITI BK 20000630
35566000 164000 0 89258000 38563000 43450000 368998000 262933000 4655000 26475000 8633000 9366000 476810 CITI BK 20000930 10901000 9424000 10734000 18971000 1069000 3880000 1449000 476810 CITI BK 20000930
37249000 190000 0 89365000 42056000 46142000 382106000 272364000 4590000 27211000 11107000 11942000 476810 CITI BK 20001231 15201000 12264000 14544000 26099000 1373000 4923000 2031000 476810 CITI BK 20001231
38189000 243000 0 93149000 39868000 45158000 395869000 283656000 4544000 27453000 6423000 7538000 476810 CITI BK 20010331 4080000 3068000 3797000 7017000 431000 1137000 565000 476810 CITI BK 20010331
39247000 254000 0 93412000 38680000 50158000 392181000 282151000 4532000 27984000 8378000 9336000 476810 CITI BK 20010630 7662000 6091000 7511000 13648000 872000 2447000 1174000 476810 CITI BK 20010630
42605000 263000 0 94147000 42250000 51931000 424286000 297481000 4691000 30462000 9198000 10080000 476810 CITI BK 20010930 11338000 8812000 11307000 20555000 1367000 3598000 1851000 476810 CITI BK 20010930
46684000 225000 0 100490000 47054000 55659000 452343000 306923000 5446000 37623000 10749000 11732000 476810 CITI BK 20011231 13433000 11721000 15327000 27255000 2372000 5270000 3422000 476810 CITI BK 20011231
48957000 191000 160000 99374000 56440000 79062000 454867000 309159000 7570000 38341000 10261000 11230000 476810 CITI BK 20020331 1998000 3405000 4618000 7314000 1958000 1434000 1773000 476810 CITI BK 20020331
52553000 190000 160000 98247000 57197000 87050000 487074000 328373000 7496000 38229000 9281000 10402000 476810 CITI BK 20020630 5123000 7237000 8785000 15309000 3377000 3463000 3601000 476810 CITI BK 20020630
50321000 248000 59000 95547000 58423000 90910000 481408000 323152000 7806000 39903000 9941000 10977000 476810 CITI BK 20020930 8121000 11521000 13120000 23421000 5475000 5396000 5672000 476810 CITI BK 20020930
51838000 190000 59000 94559000 75228000 94712000 498676000 332674000 8186000 41309000 10269000 11616000 476810 CITI BK 20021231 10163000 15005000 18505000 30878000 7568000 6356000 7701000 476810 CITI BK 20021231
37565000 210000 59000 90883000 81671000 88526000 514803000 346962000 8127000 40886000 9952000 11185000 476810 CITI BK 20030331 2068000 3514000 4516000 7246000 1420000 1985000 1704000 476810 CITI BK 20030331
37001000 180000 59000 91429000 85821000 84222000 523115000 351015000 8168000 40952000 10086000 11373000 476810 CITI BK 20030630 4176000 7115000 9272000 14313000 2941000 3754000 3523000 476810 CITI BK 20030630
37869000 199000 59000 87198000 85370000 105772000 554540000 364963000 7846000 43826000 11612000 12962000 476810 CITI BK 20030930 6111000 10907000 14077000 21140000 3925000 5742000 5355000 476810 CITI BK 20030930
38657000 197000 47000 84106000 84510000 130364000 582123000 381235000 8709000 45953000 12505000 14150000 476810 CITI BK 20031231 8101000 15190000 19505000 28572000 5324000 7919000 7464000 476810 CITI BK 20031231
39245000 209000 47000 87428000 98971000 124618000 606191000 400781000 8439000 48549000 11733000 13324000 476810 CITI BK 20040331 2173000 4559000 5685000 7877000 1379000 2296000 1976000 476810 CITI BK 20040331
45997000 275000 47000 91334000 103279000 132286000 648243000 426895000 8966000 50281000 12576000 14275000 476810 CITI BK 20040630 4651000 10114000 12858000 15981000 2399000 4419000 3651000 476810 CITI BK 20040630
48633000 249000 47000 96520000 98145000 136715000 651345000 436980000 8487000 51153000 11983000 13461000 476810 CITI BK 20040930 7537000 14344000 18880000 24447000 2939000 6757000 5315000 476810 CITI BK 20040930
53295000 250000 47000 96894000 105096000 137602000 694529000 459002000 7897000 54141000 12084000 13917000 476810 CITI BK 20041231 10567000 19414000 25415000 32983000 3686000 9413000 6971000 476810 CITI BK 20041231
53785000 369000 47000 95524000 108258000 131149000 684592000 463727000 7574000 55225000 13610000 15935000 476810 CITI BK 20050331 3325000 5182000 6311000 8703000 1056000 2281000 1528000 476810 CITI BK 20050331
55053000 402000 0 101505000 109935000 126210000 704855000 470344000 7282000 55322000 13790000 16091000 476810 CITI BK 20050630 7078000 10052000 12579000 17610000 2084000 4380000 2939000 476810 CITI BK 20050630
56255000 470000 0 101910000 108701000 121266000 704616000 477457000 6621000 55535000 12519000 14725000 476810 CITI BK 20050930 11162000 15959000 18947000 26930000 3561000 6795000 5606000 476810 CITI BK 20050930
58916000 600000 0 102841000 120718000 122959000 706497000 485990000 6307000 56264000 13077000 15698000 476810 CITI BK 20051231 15659000 20983000 25655000 36832000 4421000 8830000 7108000 476810 CITI BK 20051231
59198000 471000 0 115290000 131786000 120202000 749335000 517601000 6178000 58036000 13745000 15451000 476810 CITI BK 20060331 4891000 5642000 6841000 10263000 727000 2778000 1279000 476810 CITI BK 20060331
60763000 528000 0 121704000 131342000 124460000 777345000 536972000 5984000 60292000 12673000 14366000 476810 CITI BK 20060630 10649000 11122000 13456000 21491000 1473000 5308000 2717000 476810 CITI BK 20060630
64979000 454000 0 128386000 153125000 125438000 816362000 561321000 5888000 62397000 12488000 15247000 476810 CITI BK 20060930 17036000 15962000 20077000 33563000 2519000 7579000 4182000 476810 CITI BK 20060930
242573000 645000 1000 134009000 208603000 106709000 1019497000 665743000 5152000 73153000 19043000 21891000 476810 CITI BK 20061231 30835000 16256000 24949000 54731000 3440000 9338000 4859000 476810 CITI BK 20061231
257506000 724000 1000 140350000 220170000 111845000 1076949000 690805000 5854000 77302000 16081000 18835000 476810 CITI BK 20070331 8820000 5040000 7601000 15553000 1702000 2155000 1400000 476810 CITI BK 20070331
269602000 632000 1000 151371000 188052000 126681000 1132840000 725948000 6517000 84065000 20461000 24028000 476810 CITI BK 20070630 18384000 10138000 14759000 32564000 2918000 5202000 2878000 476810 CITI BK 20070630
274639000 809000 1000 178525000 171748000 137462000 1233325000 773461000 8262000 91212000 18425000 21963000 476810 CITI BK 20070930 28674000 15028000 22858000 50957000 5798000 6821000 4747000 476810 CITI BK 20070930
278045000 769000 1000 175308000 142677000 143607000 1251715000 782404000 10659000 99306000 21146000 25207000 476810 CITI BK 20071231 38916000 11035000 31213000 69719000 10686000 2304000 7418000 476810 CITI BK 20071231
274928000 863000 1000 182439000 127988000 150846000 1292503000 786392000 11972000 96333000 20210000 23971000 476810 CITI BK 20080331 8518000 891000 8802000 18046000 3401000 -881000 2607000 476810 CITI BK 20080331
266480000 911000 1000 155207000 134238000 149908000 1228445000 772907000 13855000 95587000 20600000 24753000 476810 CITI BK 20080630 15411000 2288000 16948000 34590000 7840000 -1803000 5692000 476810 CITI BK 20080630
257793000 881000 1000 144752000 119498000 144065000 1207007000 748841000 16104000 90667000 30846000 33580000 476810 CITI BK 20080930 21480000 6323000 23702000 48906000 13253000 -1450000 8648000 476810 CITI BK 20080930
246217000 907000 47446000 131518000 112068000 114305000 1227040000 755298000 18273000 81358000 26431000 30001000 476810 CITI BK 20081231 27091000 5941000 37544000 63326000 20832000 -6215000 12787000 476810 CITI BK 20081231
240566000 937000 45106000 122993000 117123000 109279000 1143561000 711819000 19442000 109321000 43915000 48328000 476810 CITI BK 20090331 3809000 5475000 6371000 12162000 6033000 1470000 4871000 476810 CITI BK 20090331
238296000 953000 42027000 116101000 140676000 111596000 1165400000 756017000 22881000 109830000 42516000 63575000 476810 CITI BK 20090630 7476000 7231000 13337000 23998000 14378000 -1477000 10361000 476810 CITI BK 20090630
227533000 880000 39854000 102989000 140184000 114155000 1186754000 785801000 23299000 114617000 46286000 56773000 476810 CITI BK 20090930 10609000 9929000 20134000 35075000 19887000 -2270000 15383000 476810 CITI BK 20090930
219682000 799000 37594000 96538000 188033000 106103000 1161361000 771642000 22685000 116599000 41619000 48101000 476810 CITI BK 20091231 12759000 12090000 28106000 45788000 24097000 -2794000 21277000 476810 CITI BK 20091231
217888000 745000 36461000 92789000 204406000 119226000 1171094000 765432000 22372000 119675000 29757000 34049000 476810 CITI BK 20100331 2652000 4812000 6634000 10583000 3261000 2192000 4099000 476810 CITI BK 20100331
208841000 753000 26668000 90908000 221455000 115241000 1157877000 771419000 20872000 121598000 22906000 28437000 476810 CITI BK 20100630 5387000 9337000 13113000 21002000 5257000 4920000 7893000 476810 CITI BK 20100630
203248000 753000 25732000 96129000 240298000 110326000 1209221000 797351000 19951000 126259000 23773000 29082000 476810 CITI BK 20100930 7868000 12829000 20132000 30914000 7447000 6419000 11798000 476810 CITI BK 20100930
196805000 784000 24894000 96357000 220751000 80515000 1154293000 793837000 18467000 127090000 35109000 40516000 476810 CITI BK 20101231 10581000 15545000 27043000 40820000 9161000 7904000 15516000 476810 CITI BK 20101231
192199000 863000 13488000 240750000 1161359000 16340000 130782000 37455000 41765000 476810 CITI BK 20110331 2486000 4234000 7152000 9676000 1215000 1477000 3842000 476810 CITI BK 20110331
191858000 903000 8465000 230674000 1216291000 15945000 127846000 37427000 42991000 476810 CITI BK 20110630 5201000 8534000 14876000 19595000 3058000 1863000 6494000 476810 CITI BK 20110630
191076000 1066000 7024000 204262000 1300674000 25963000 152013000 44951000 50450000 476810 CITI BK 20110930 8799000 14248000 25981000 41163000 7273000 8512000 16080000 476810 CITI BK 20110930
191192000 903000 6497000 201204000 1288658000 24695000 151755000 48918000 56006000 476810 CITI BK 20111231 11264000 17399000 35518000 54570000 9623000 10509000 20184000 476810 CITI BK 20111231
197617000 888000 5720000 203864000 1312764000 24287000 156015000 47754000 53632000 476810 CITI BK 20120331 2584000 3422000 8168000 13397000 2291000 3228000 4063000 476810 CITI BK 20120331
195686000 942000 4742000 249566000 1347841000 23054000 154737000 51355000 57781000 476810 CITI BK 20120630 5091000 6966000 16499000 26336000 4413000 6009000 7836000 476810 CITI BK 20120630
194213000 989000 4420000 240779000 1365026000 21368000 157297000 57022000 64070000 476810 CITI BK 20120930 7511000 10883000 24953000 39324000 6350000 9945000 12095000 476810 CITI BK 20120930
196097000 890000 3641000 258224000 1313401000 20913000 147514000 63804000 73508000 476810 CITI BK 20121231 9845000 14425000 34579000 52128000 8494000 11845000 15306000 476810 CITI BK 20121231
191269000 898000 3489000 252014000 1306258000 19461000 148835000 67716000 76249000 476810 CITI BK 20130331 2224000 4365000 8010000 12396000 1545000 3781000 3435000 476810 CITI BK 20130331
184468000 847000 2826000 248998000 1324339000 17839000 146600000 61058000 69915000 476810 CITI BK 20130630 4302000 9379000 15954000 24084000 2675000 7544000 6760000 476810 CITI BK 20130630
832000 2652000 250945000 1352412000 16777000 147847000 61463000 70360000 476810 CITI BK 20130930 6345000 12981000 23729000 35915000 3603000 11057000 9352000 476810 CITI BK 20130930
882000 2719000 256783000 1355449000 15693000 147214000 67679000 78870000 476810 CITI BK 20131231 8279000 16987000 32049000 48355000 4817000 14285000 11795000 476810 CITI BK 20131231
905000 2816000 262629000 1361878000 14978000 147278000 70706000 80524000 476810 CITI BK 20140331 1896000 4406000 7931000 11847000 1038000 3311000 2224000 476810 CITI BK 20140331
901000 14580000 265362000 1375505000 13791000 149488000 73827000 83965000 476810 CITI BK 20140630 3796000 8497000 16982000 23878000 1866000 6161000 4773000 476810 CITI BK 20140630
1074000 16699000 274309000 1377279000 12904000 147279000 72625000 83794000 476810 CITI BK 20140930 5654000 12943000 26222000 35938000 2772000 9207000 6870000 476810 CITI BK 20140930
1104000 17238000 276602000 1356442000 12255000 147036000 75453000 92300000 476810 CITI BK 20141231 7316000 16468000 36481000 47720000 3989000 10353000 9016000 476810 CITI BK 20141231
1034000 16802000 274191000 1335871000 11701000 148465000 107293000 122786000 476810 CITI BK 20150331 1641000 4461000 7975000 11428000 1168000 3519000 2074000 476810 CITI BK 20150331
1660000 24377000 273051000 1336201000 11297000 148267000 101850000 123253000 476810 CITI BK 20150630 3243000 9253000 15887000 22870000 2258000 7159000 3949000 476810 CITI BK 20150630
1914000 28244000 280202000 1337821000 11030000 146806000 110185000 124883000 476810 CITI BK 20150930 4789000 13306000 23799000 34304000 3431000 10401000 5611000 476810 CITI BK 20150930
1633000 30761000 281817000 1299801000 10852000 144721000 110052000 127608000 476810 CITI BK 20151231 6373000 16936000 31459000 45776000 5230000 13189000 7685000 476810 CITI BK 20151231
1489000 31608000 291917000 1342643000 10896000 147503000 113700000 131073000 476810 CITI BK 20160331 1681000 3264000 7331000 11525000 1533000 2869000 1933000 476810 CITI BK 20160331
1321000 32527000 294977000 1365660000 10602000 148892000 112740000 129035000 476810 CITI BK 20160630 3524000 7009000 14706000 23162000 2640000 6373000 3750000 476810 CITI BK 20160630
1338000 35363000 291461000 1356393000 10776000 148141000 112050000 127618000 476810 CITI BK 20160930 5431000 10137000 22193000 35136000 4087000 9427000 5433000 476810 CITI BK 20160930
1181000 43245000 284880000 1349581000 10465000 144298000 118595000 134940000 476810 CITI BK 20161231 7389000 13883000 29758000 47078000 5543000 12799000 7411000 476810 CITI BK 20161231
1250000 45539000 274305000 1369153000 10426000 147080000 115640000 132134000 476810 CITI BK 20170331 2129000 3940000 7580000 11968000 1385000 3310000 1870000 476810 CITI BK 20170331
1093000 48448000 277403000 1401303000 10321000 148051000 117627000 133892000 476810 CITI BK 20170630 4472000 7642000 15511000 24289000 2730000 6357000 3702000 476810 CITI BK 20170630
972000 49727000 278496000 1407297000 10649000 148825000 127236000 143255000 476810 CITI BK 20170930 7044000 11389000 22645000 37107000 4547000 9851000 5519000 476810 CITI BK 20170930
966000 51444000 275240000 1384707000 10750000 141906000 129814000 145518000 476810 CITI BK 20171231 9660000 14623000 30297000 49981000 6270000 757000 7519000 476810 CITI BK 20171231
910000 50153000 266645000 1406778000 10606000 145320000 151204000 166529000 476810 CITI BK 20180331 2778000 4694000 7661000 13034000 1493000 4329000 2035000 476810 CITI BK 20180331
705000 50568000 262802000 1397794000 10474000 147575000 148391000 163640000 476810 CITI BK 20180630 5926000 8717000 15143000 26539000 2998000 8552000 3972000 476810 CITI BK 20180630
649000 51100000 258860000 1415081000 10586000 146485000 152807000 167465000 476810 CITI BK 20180930 9525000 12683000 22573000 40709000 4570000 12821000 5721000 476810 CITI BK 20180930
634000 61346000 262068000 1406745000 10652000 147975000 154227000 169144000 476810 CITI BK 20181231 13486000 15502000 29810000 55473000 6139000 16582000 7568000 476810 CITI BK 20181231
569000 64860000 248364000 1430122000 10648000 149165000 169923000 184599000 476810 CITI BK 20190331 4206000 3567000 7283000 14889000 1650000 4283000 2010000 476810 CITI BK 20190331
576000 65803000 246104000 1459623000 10750000 150289000 168073000 182125000 476810 CITI BK 20190630 8733000 7319000 14599000 29800000 3432000 8560000 4043000 476810 CITI BK 20190630
443000 72997000 247705000 1472915000 10837000 149555000 147019000 161206000 476810 CITI BK 20190930 13137000 11202000 21792000 44791000 5189000 13044000 6011000 476810 CITI BK 20190930
771000 77886000 250764000 1453998000 11049000 150122000 135326000 149659000 476810 CITI BK 20191231 16934000 14760000 29109000 59379000 7082000 17405000 8108000 476810 CITI BK 20191231
756000 79939000 280911000 1632405000 18733000 151881000 173345000 188878000 476810 CITI BK 20200331 3307000 5045000 7700000 13880000 5823000 1909000 2178000 476810 CITI BK 20200331

Regression CITI

Date ROE ROA EM Margin Efficiency ratio SUMMARY OUTPUT
20000331 0.0683312562 0.0047047266 14.5239589153 0.0077938679 0.5523432745
20000630 0.1108795161 0.0076031455 14.583374203 0.0150857841 0.5912095175 SUMMARY OUTPUT Regression Statistics
20000930 0.1465533522 0.0105149621 13.9376015109 0.0218700372 0.6135817995 Multiple R 0.6167162496
20001231 0.1809194811 0.0128838595 14.0423358201 0.0285208816 0.6279250497 Regression Statistics R Square 0.3803389326
20010331 0.0414162387 0.0028721623 14.4198812516 0.007419121 0.6323064113 Multiple R 0.3483709035 Adjusted R Square 0.3724951216
20010630 0.0874428245 0.006239466 14.0144725557 0.0152633605 0.621925975 R Square 0.1213622864 Standard Error 0.0032543861
20010930 0.118114372 0.008480129 13.9283697722 0.0217235544 0.6271562483 Adjusted R Square 0.11024029 Observations 81
20011231 0.140073891 0.0116504511 12.0230444143 0.0305564583 0.6000469796 Standard Error 0.0038752247
20020331 0.0374012154 0.0031525699 11.8637229076 0.0116869327 0.5295264305 Observations 81 ANOVA
20020630 0.090585681 0.0071098026 12.7409558189 0.0209126334 0.5042185617 df SS MS F Significance F
20020930 0.1352279277 0.0112087876 12.0644563065 0.0317817735 0.4891689348 ANOVA Regression 1 0.0005135489 0.0005135489 48.4890486943 0.0000000009
20021231 0.1538647752 0.0127457507 12.0718487497 0.0415399979 0.5180571109 df SS MS F Significance F Residual 79 0.0008366913 0.000010591
20030331 0.0485496258 0.0038558439 12.5911803551 0.0100582164 0.5195582145 Regression 1 0.0001638682 0.0001638682 10.9119156588 0.0014372011 Total 80 0.0013502402
20030630 0.0916682946 0.0071762423 12.7738571987 0.0193781482 0.5374449339 Residual 79 0.001186372 0.0000150174
20030930 0.1310181171 0.0103545281 12.65321955 0.027101742 0.5427590993 Total 80 0.0013502402 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
20031231 0.1723282484 0.0136036542 12.6677910039 0.0351661075 0.5469560584 Intercept 0.0003537623 0.000850235 0.4160759053 0.6784826252 -0.0013385881 0.0020461128 -0.0013385881 0.0020461128
20040331 0.0472924262 0.0037875851 12.4861686132 0.0094095755 0.5539315989 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% X Variable 1 0.2856006759 0.0410144979 6.9634078363 0.0000000009 0.20396336 0.3672379918 0.20396336 0.3672379918
20040630 0.0878860802 0.0068168881 12.8924046857 0.0174780136 0.599608282 Intercept 0.0175119663 0.0035979588 4.8671947671 0.0000056865 0.0103504084 0.0246735241 0.0103504084 0.0246735241
20040930 0.1320939143 0.0103739186 12.7332707759 0.0259616639 0.6040826774 X Variable 1 -0.0202437539 0.0061283075 -3.3033188854 0.0014372011 -0.0324418448 -0.0080456629 -0.0324418448 -0.0080456629
20041231 0.1738608448 0.0135530698 12.8281524168 0.0322751102 0.6075782931
20050331 0.0413037574 0.0033319116 12.3964146673 0.007855774 0.5976325758 RESIDUAL OUTPUT PROBABILITY OUTPUT
20050630 0.0791728426 0.006214044 12.7409529663 0.0149420803 0.6111057132
20050930 0.1223552715 0.0096435505 12.6877824795 0.0223781464 0.5971885145 RESIDUAL OUTPUT PROBABILITY OUTPUT Observation Predicted Y Residuals Percentile Y
20051231 0.1569387175 0.0124982838 12.5568214133 0.0299689878 0.6085729196 1 0.0025796962 0.0021250304 0.6172839506 -0.0050650346
20060331 0.0478668413 0.0037072871 12.911554897 0.0071690232 0.6211185764 Observation Predicted Y Residuals Percentile Y 2 0.0046622724 0.0029408731 1.8518518519 -0.002405798
20060630 0.088038214 0.0068283709 12.893004047 0.0139474751 0.6126388636 1 0.006330465 -0.0016257383 0.6172839506 -0.0050650346 3 0.0065998597 0.0039151024 3.0864197531 -0.0019127806
20060930 0.121464173 0.0092838716 13.0833533663 0.0202446954 0.6179630029 2 0.0055436663 0.0020594792 1.8518518519 -0.002405798 4 0.0084993454 0.0043845141 4.3209876543 -0.0014677092
20061231 0.1276502672 0.0091594188 13.9365029459 0.0234390096 0.6213638175 3 0.0050907673 0.0054241948 3.0864197531 -0.0019127806 5 0.0024726683 0.000399494 5.5555555556 -0.001267376
20070331 0.0278776746 0.0020010233 13.9317093995 0.0062519209 0.645629831 4 0.0048004061 0.0080834533 4.3209876543 -0.0014677092 6 0.0047129884 0.0015264776 6.7901234568 -0.0012013186
20070630 0.0618806876 0.0045919989 13.4757628026 0.0125172134 0.6069166872 5 0.0047117109 -0.0018395487 5.5555555556 -0.001267376 7 0.0065580241 0.0019221049 8.024691358 -0.0006816232
20070930 0.074781827 0.0055305779 13.5215212911 0.0180674194 0.6126343438 6 0.0049218499 0.0013176161 6.7901234568 -0.0012013186 8 0.0090807074 0.0025697437 9.2592592593 0.000546686
20071231 0.023201015 0.0018406746 12.6046261052 0.024608637 0.746044266 7 0.0048159695 0.0036641594 8.024691358 -0.0006816232 9 0.0036915582 -0.0005389883 10.4938271605 0.0011694402
20080331 -0.0091453604 -0.0006816232 13.4170325849 0.007371743 0.8448027642 8 0.0053647629 0.0062856882 9.2592592593 0.000546686 10 0.0063264245 0.0007833781 11.7283950617 0.0012717859
20080630 -0.0188623976 -0.0014677092 12.8515906975 0.0156124206 0.7894908464 9 0.0067923635 -0.0036397937 10.4938271605 0.0011694402 11 0.0094306583 0.0017781293 12.962962963 0.0012854583
20080930 -0.0159925883 -0.0012013186 13.3125282628 0.0227223206 0.7023022904 10 0.0073046898 -0.0001948872 11.7283950617 0.0012717859 12 0.0122176138 0.000528137 14.1975308642 0.0015317058
20081231 -0.0763907667 -0.0050650346 15.0819833329 0.0295304147 0.8901745068 11 0.0076093508 0.0035994368 12.962962963 0.0012854583 13 0.0032263957 0.0006294482 15.4320987654 0.0018406746
20090331 0.0134466388 0.0012854583 10.4605793946 0.0073043764 0.4607318484 12 0.0070245456 0.0057212051 14.1975308642 0.0015317058 14 0.0058881745 0.0012880678 16.6666666667 0.0018717541
20090630 -0.0134480561 -0.001267376 10.6109441865 0.0141771066 0.5614869701 13 0.0069941577 -0.0031383138 15.4320987654 0.0018406746 15 0.0080940381 0.0022604899 17.9012345679 0.0020010233
20090930 -0.01980509 -0.0019127806 10.3540836002 0.0206158985 0.5853757814 14 0.0066320633 0.000544179 16.6666666667 0.0018717541 16 0.0103972264 0.0032064278 19.1358024691 0.0021368301
20091231 -0.0239624697 -0.002405798 9.960299831 0.028439908 0.6229304727 15 0.0065244847 0.0038300434 17.9012345679 0.0020010233 17 0.0030411434 0.0007464417 20.3703703704 0.002417553
20100331 0.0183162732 0.0018717541 9.7856193858 0.0067723001 0.5205995448 16 0.0064395224 0.0071641318 19.1358024691 0.0021368301 18 0.0053454948 0.0014713933 21.6049382716 0.0024312016
20100630 0.0404611918 0.004249156 9.5221714173 0.0134858884 0.5255290157 17 0.0062983113 -0.0025107262 20.3703703704 0.002417553 19 0.0077684311 0.0026054875 22.8395061728 0.002458934
20100930 0.0508399401 0.0053083762 9.5773053802 0.0190585509 0.5611707317 18 0.0053736438 0.0014432443 21.6049382716 0.0024312016 20 0.0095715556 0.0039815142 24.0740740741 0.0026342364
20101231 0.0621921473 0.0068474815 9.0824848533 0.0261969881 0.5906648611 19 0.0052830652 0.0050908534 22.8395061728 0.002458934 21 0.0025973767 0.0007345349 25.3086419753 0.0028721623
20110331 0.0112936031 0.0012717859 8.8801134713 0.0061910228 0.6260504202 20 0.0052123008 0.0083407689 24.0740740741 0.0026342364 22 0.0046212305 0.0015928135 26.5432098765 0.0028945277
20110630 0.0145722197 0.0015317058 9.5137196314 0.011834339 0.6488136776 21 0.0054136395 -0.0020817279 25.3086419753 0.0028721623 23 0.006744976 0.0028985745 27.7777777778 0.0029948494
20110930 0.0559952109 0.0065442993 8.5563339978 0.024882484 0.5573886553 22 0.0051408926 0.0010731514 26.5432098765 0.0028945277 24 0.0089129255 0.0035853583 29.012345679 0.0030772446
20111231 0.0692497776 0.0081549954 8.4917004382 0.0336055028 0.5850918376 23 0.005422629 0.0042209216 27.7777777778 0.0029948494 25 0.0024012402 0.001306047 30.2469135802 0.0031525699
20120331 0.0206903182 0.002458934 8.4143447745 0.0082368194 0.5737969793 24 0.0051921659 0.0073061179 29.012345679 0.0030772446 26 0.0043371706 0.0024912003 31.4814814815 0.0033319116
20120630 0.0388336338 0.004458241 8.7105281865 0.015762245 0.5848427918 25 0.0049381947 -0.0012309076 30.2469135802 0.0031525699 27 0.006135661 0.0031482106 32.7160493827 0.0037072871
20120930 0.0632243463 0.0072855755 8.6780167454 0.0233057832 0.584434139 26 0.0051098559 0.001718515 31.4814814815 0.0033319116 28 0.0070479593 0.0021114595 33.950617284 0.0037875851
20121231 0.0802974633 0.0090185709 8.9035684749 0.032193519 0.6097728716 27 0.0050020753 0.0042817963 32.7160493827 0.0037072871 29 0.0021393151 -0.0001382919 35.1851851852 0.0038558439
20130331 0.0254039708 0.0028945277 8.7765512144 0.0077871293 0.5510077733 28 0.0049332301 0.0042261887 33.950617284 0.0037875851 30 0.0039286869 0.000663312 36.4197530864 0.004249156
20130630 0.0514597544 0.0056964267 9.0336903138 0.014937263 0.5471005795 29 0.0044419949 -0.0024409716 35.1851851852 0.0038558439 31 0.0055138295 0.0000167484 37.6543209877 0.004458241
20130930 0.0747867728 0.008175763 9.1473753272 0.0218646389 0.5576602195 30 0.0052256942 -0.0006336954 36.4197530864 0.004249156 32 0.0073820056 -0.0055413311 38.8888888889 0.0044790822
20131231 0.097035608 0.0105389432 9.2073376173 0.0295665864 0.5616423952 31 0.0051099474 0.0004206305 37.6543209877 0.004458241 33 0.0024591371 -0.0031407603 40.1234567901 0.0045364921
20140331 0.0224812939 0.0024312016 9.2469886881 0.0073068219 0.5524134569 32 0.0024092298 -0.0005685552 38.8888888889 0.0044790822 34 0.0048126802 -0.0062803893 41.3580246914 0.0045919989
20140630 0.0412140105 0.0044790822 9.2014409183 0.0145997288 0.5942125337 33 0.000409987 -0.0010916102 40.1234567901 0.0045364921 35 0.0068432724 -0.0080445911 42.5925925926 0.0046666081
20140930 0.062514004 0.00668492 9.35149614 0.0219882827 0.6066116085 34 0.0015297079 -0.0029974171 41.3580246914 0.0045919989 36 0.0087876687 -0.0138527032 43.8271604938 0.0047047266
20141231 0.0704113278 0.0076324679 9.2252373568 0.0297867509 0.641458011 35 0.0032947316 -0.0044960502 42.5925925926 0.0046666081 37 0.0024398971 -0.0011544388 45.0617283951 0.0053083762
20150331 0.0237025562 0.0026342364 8.9978850234 0.0073263062 0.5597276811 36 -0.0005085074 -0.0045565272 43.8271604938 0.0047047266 38 0.0044027535 -0.0056701295 46.2962962963 0.0053577269
20150630 0.0482845137 0.0053577269 9.0121267713 0.0146886584 0.5501038781 37 0.0081850241 -0.0068995658 45.0617283951 0.0053083762 39 0.0062416768 -0.0081544574 47.5308641975 0.0055305779
20150930 0.0708486029 0.0077745827 9.1128496111 0.0220619948 0.5557787067 38 0.0061453622 -0.0074127383 46.2962962963 0.0053577269 40 0.0084762192 -0.0108820173 48.7654320988 0.0056964267
20151231 0.091133975 0.0101469379 8.9814263307 0.0303146405 0.5583876178 39 0.005661763 -0.0075745436 47.5308641975 0.0055305779 41 0.0022879358 -0.0004161817 50 0.005864528
20160331 0.0194504519 0.0021368301 9.1024792716 0.0073318075 0.5592767775 40 0.0049015151 -0.0073073131 48.7654320988 0.0056964267 42 0.0042053411 0.0000438149 51.2345679012 0.006118212
20160630 0.042802837 0.0046666081 9.1721516267 0.0143798603 0.551882013 41 0.0069730772 -0.0051013231 50 0.005864528 43 0.0057968973 -0.0004885211 52.4691358025 0.006214044
20160930 0.0636353204 0.0069500506 9.1560945316 0.0218999951 0.5570252497 42 0.0068732862 -0.0026241302 51.2345679012 0.006118212 44 0.0078356398 -0.0009881583 53.7037037037 0.006239466
20161231 0.0886983881 0.0094836842 9.3527353116 0.0294083868 0.5554767416 43 0.0061517641 -0.0008433879 52.4691358025 0.006214044 45 0.0021219226 -0.0008501367 54.9382716049 0.0065442993
20170331 0.0225047593 0.002417553 9.3088999184 0.0071861947 0.55011249 44 0.0055546922 0.0012927893 53.7037037037 0.006239466 46 0.0037336575 -0.0022019517 56.1728395062 0.00668492
20170630 0.0429379065 0.0045364921 9.465001925 0.014141838 0.5648785462 45 0.0048383557 -0.0035665698 54.9382716049 0.0065442993 47 0.0074602166 -0.0009159172 57.4074074074 0.0068168881
20170930 0.066191836 0.0069999439 9.4560524105 0.0213622284 0.5462945093 46 0.0043775419 -0.0028458361 56.1728395062 0.00668492 48 0.0099515166 -0.0017965213 58.6419753086 0.0068283709
20171231 0.0053345172 0.000546686 9.7579172128 0.0291187955 0.5514159872 47 0.0062283275 0.0003159718 57.4074074074 0.0068168881 49 0.0027062035 -0.0002472695 59.8765432099 0.0068474815
20180331 0.0297894302 0.0030772446 9.6805532618 0.0072904182 0.5124414716 48 0.0056675111 0.0024874842 58.6419753086 0.0068283709 50 0.0048554701 -0.0003972291 61.1111111111 0.0069500506
20180630 0.0579501948 0.006118212 9.4717533458 0.0147468082 0.5162973065 49 0.0058961615 -0.0034372275 59.8765432099 0.0068474815 51 0.0070099097 0.0002756658 62.3456790123 0.0069999439
20180930 0.0875243199 0.0090602587 9.6602450763 0.0220369011 0.5145781567 50 0.0056725527 -0.0012143117 61.1111111111 0.0069500506 52 0.0095482531 -0.0005296822 63.5802469136 0.0071098026
20181231 0.1120594695 0.0117874952 9.5066396351 0.0298469161 0.5185339804 51 0.0056808254 0.0016047501 62.3456790123 0.0069999439 53 0.0025777717 0.000316756 64.8148148148 0.0071762423
20190331 0.02871317 0.0029948494 9.587517179 0.0074699921 0.5110877193 52 0.0051678743 0.0038506965 63.5802469136 0.0071098026 54 0.0046198547 0.0010765719 66.049382716 0.0072855755
20190630 0.0569569296 0.005864528 9.7121080052 0.014433179 0.5143028253 53 0.0063575005 -0.0034629728 64.8148148148 0.0071762423 55 0.0065983179 0.0015774451 67.2839506173 0.0076031455
20190930 0.087218749 0.0088559082 9.848650998 0.0214907174 0.5084935598 54 0.0064365968 -0.0007401701 66.049382716 0.0072855755 56 0.0087979994 0.0017409438 68.5185185185 0.0076324679
20191231 0.1159390363 0.0119704429 9.6854425068 0.0291919246 0.5088541211 55 0.00622283 0.001952933 67.2839506173 0.0076031455 57 0.0024405956 -0.000009394 69.7530864198 0.0077745827
20200331 0.0125690508 0.0011694402 10.7479210698 0.0064769466 0.4930208734 56 0.0061422159 0.0043967273 68.5185185185 0.0076324679 58 0.0045234547 -0.0000443725 70.987654321 0.0081549954
57 0.0063290442 -0.0038978426 69.7530864198 0.0077745827 59 0.0066336307 0.0000512893 72.2222222222 0.008175763
58 0.005482874 -0.0010037918 70.987654321 0.0081549954 60 0.0088608785 -0.0012284106 73.4567901235 0.008480129
59 0.0052318702 0.0014530499 72.2222222222 0.008175763 61 0.0024461603 0.0001880761 74.6913580247 0.0088559082
60 0.0045264482 0.0031060197 73.4567901235 0.008480129 62 0.0045488531 0.0008088738 75.9259259259 0.0090185709
61 0.0061809769 -0.0035467405 74.6913580247 0.0088559082 63 0.0066546829 0.0011198998 77.1604938272 0.0090602587
62 0.0063757988 -0.0010180719 75.9259259259 0.0090185709 64 0.0090116441 0.0011352938 78.3950617284 0.0091594188
63 0.0062609189 0.0015136638 77.1604938272 0.0090602587 65 0.0024477315 -0.0003109014 79.6296296296 0.0092838716
64 0.0062081048 0.0039388331 78.3950617284 0.0091594188 66 0.0044606601 0.000205948 80.8641975309 0.0094836842
65 0.0061901048 -0.0040532747 79.6296296296 0.0092838716 67 0.0066084157 0.0003416349 82.0987654321 0.0096435505
66 0.0063398026 -0.0016731945 80.8641975309 0.0094836842 68 0.0087528174 0.0007308668 83.3333333333 0.0101469379
67 0.0062356842 0.0007143664 82.0987654321 0.0096435505 69 0.0024061444 0.0000114087 84.5679012346 0.0103545281
68 0.0062670318 0.0032166524 83.3333333333 0.0101469379 70 0.0043926808 0.0001438113 85.8024691358 0.0103739186
69 0.0063756244 -0.0039580714 84.5679012346 0.0103545281 71 0.0064548292 0.0005451147 87.037037037 0.0105149621
70 0.006076704 -0.0015402119 85.8024691358 0.0103739186 72 0.00867011 -0.0081234239 88.2716049383 0.0105389432
71 0.0064529147 0.0005470292 87.037037037 0.0105149621 73 0.0024359107 0.0006413339 89.5061728395 0.0112087876
72 0.0063492367 -0.0058025507 88.2716049383 0.0105389432 74 0.0045654607 0.0015527513 90.7407407407 0.0116504511
73 0.0071382272 -0.0040609827 89.5061728395 0.0112087876 75 0.0066475161 0.0024127426 91.975308642 0.0117874952
74 0.0070601707 -0.0009419587 90.7407407407 0.0116504511 76 0.0088780617 0.0029094335 93.2098765432 0.0119704429
75 0.0070949727 0.001965286 91.975308642 0.0117874952 77 0.0024871971 0.0005076523 94.4444444444 0.0124982838
76 0.007014892 0.0047726032 93.2098765432 0.0119704429 78 0.004475888 0.0013886401 95.6790123457 0.0127457507
77 0.0071656323 -0.0041707829 94.4444444444 0.0124982838 79 0.0064915257 0.0023643825 96.9135802469 0.0128838595
78 0.0071005465 -0.0012360184 95.6790123457 0.0127457507 80 0.0086909957 0.0032794472 98.1481481481 0.0135530698
79 0.0072181478 0.0016377604 96.9135802469 0.0128838595 81 0.0022035826 -0.0010341424 99.3827160494 0.0136036542
80 0.0072108487 0.0047595942 98.1481481481 0.0135530698
81 0.0075313731 -0.0063619329 99.3827160494 0.0136036542

X Variable 1 Residual Plot

0.5523432744978698 0.59120951751487116 0.6135817994741054 0.62792504965028928 0.63230641132389676 0.62192597499378988 0.62715624826668148 0.60004697960302233 0.52952643045522307 0.50421856167135393 0.48916893478990342 0.51805711086226203 0.519558214450069 0.5374449339207048 0.54275909932140654 0.54695605843919126 0.553 93159894767607 0.59960828203693339 0.6040826774172906 0.60757829309108291 0.59763257575757578 0.61110571317528173 0.59718851451445143 0.60857291963184368 0.62111857635736334 0.61263886359497355 0.61796300286250727 0.62136381749352465 0.64562983096916671 0.60691668722756809 0.61263434375921311 0.74604426597829721 0.84480276418082345 0.78949084641542833 0.70230229043823522 0.89017450682852806 0.46073184842348858 0.56148697006693893 0.58537578136357027 0.62293047274983926 0.52059954484815196 0.52552901571016353 0.56117073170731713 0.59066486108684257 0.62605042016806722 0.64881367759944175 0.55738865528190162 0.58509183757515859 0.57379697927643136 0.58484279181879406 0.58443413902941732 0.60977287155251458 0.55100777326821215 0.54710057954116798 0.55766021950130429 0.56164239524735815 0.55241345685031695 0.59421253367857518 0.60661160848543738 0.64145801097200728 0.55972768107804605 0.55010387811634354 0.55577870670932483 0.5583876178135927 0.55927677754043337 0.55188201298457618 0.55702524973645906 0.55547674158142313 0.55011249002104656 0.56487854619614697 0.54629450931197532 0.55141598718695395 0.51244147157190634 0.51629730651210359 0.51457815670093687 0.5185339804136444 0.51108771929824559 0.51430282533643346 0.50849355982826205 0.50885412114325668 0.49302087335126138 -1.6257383471934613E-3 2.0594791988698775E-3 5.4241947987925445E-3 8.0834533372146807E-3 -1.8395486522858823E-3 1.3176160545681423E-3 3.6641594282133955E-3 6.2856881914222541E-3 -3.6397936732639963E-3 -1.948871951743909E-4 3.5994368013654923E-3 5.7212051195374095E-3 -3.1383137709371177E-3 5.4417900763759682E-4 3.8300434238019293E-3 7.1641317644727479E-3 -2.5107262197060156E-3 1.4432443215263019E-3 5.0908533528561742E-3 8.3407689306150817E-3 -2.081727939628338E-3 1.0731513996754503E-3 4.220921561581676E-3 7.3061179133532168E-3 -1.2309075576674871E-3 1.7185150254594699E-3 4.2817962769842472E-3 4.2261887270496554E-3 -2.4409716186485761E-3 -6.3369536378441154E-4 4.2063050707413958E-4 -5.6855517611238931E-4 -1.0916102146900605E-3 -2.9974170659580754E-3 -4.4960501916040041E-3 -4.5565272016286282E-3 -6.899565814480757E-3 -7.4127382555355201E-3 -7.5745436069846878E-3 -7.3073131258506417E-3 -5.1013231171274306E-3 -2.6241302271900781E-3 -8.4338787975028057E-4 1.2927893294754477E-3 -3.566569754161762E-3 -2.8458360550187595E-3 3.1597181702494852E-4 2.4874842328590704E-3 -3.437227 4760742683E-3 -1.2143117455919849E-3 1.604750106460202E-3 3.8506965292403033E-3 -3.4629728009447293E-3 -7.4017012623285149E-4 1.9529329631901415E-3 4.3967273259429129E-3 -3.8978425956422542E-3 -1.0037917637047223E-3 1.4530498760259173E-3 3.1060197058672264E-3 -3.5467404710161285E-3 -1.018071890297699E-3 1.5136637724438122E-3 3.9388331058854888E-3 -4.0532747229412285E-3 -1.6731945476492092E-3 7.1436639658819124E-4 3.2166523617453702E-3 -3.9580713800378593E-3 -1.5402119071420929E-3 5.4702918023740495E-4 -5.8025506963056313E-3 -4.0609826509344004E-3 -9.4195869200407005E-4 1.9652860210984356E-3 4.7726032475095999E-3 -4.1707828855451637E-3 -1.2360184284162566E-3 1.6377603802000922E-3 4.7595941880854246E-3 -6.3619328770886307E-3

X Variable 1

Residuals

Normal Probability Plot

0.61728395061728392 1.8518518518518516 3.0864197530864197 4.3209876543209873 5.5555555555555554 6.7901234567901234 8.0246913580246897 9.2592592592592577 10.493827160493826 11.728395061728394 12.962962962962962 14.19753086419753 15.432098765432096 16.666666666666668 17.901234567901234 19.135802469135804 20.37037037037037 21.604938271604937 22.839506172839506 24.074074074074073 25.308641975308642 26.543209876543209 27.777777777777779 29.012345679012345 30.246913580246911 31.481481481481481 32.716049382716051 33.950617283950614 35.185185185185183 36.419753086419753 37.654320987654323 38.888888888888886 40.123456790123456 41.358024691358025 42.592592592592588 43.827160493827158 45.061728395061728 46.296296296296298 47.53086419753086 48.76543209876543 50 51.234567901234563 52.469135802469133 53.703703703703702 54.938271604938272 56.172839506172835 57.407407407407405 58.641975308641975 59.876543209876537 61.111111111111107 62.345679012345677 63.580246913580247 64.81481481481481 66.049382716049379 67.283950617283935 68.518518518518505 69.753086419753075 70.987654320987644 72.222222222222214 73.456790123456784 74.691358024691354 75.92592592592591 77.160493827160479 78.395061728395049 79.629629629629619 80.864197530864189 82.098765432098759 83.333333333333329 84.567901234567884 85.802469135802454 87.037037037037024 88.271604938271594 89.506172839506164 90.740740740740733 91.975308641975303 93.209876543209859 94.444444444444429 95.679012345678998 96.913580246913568 98.148148148148138 99.382716049382708 -5.0650345547007432E-3 -2.40579802490354E-3 -1.9127805762609606E-3 -1.4677091770490336E-3 -1.267376008237515E-3 -1.2013186336119013E-3 -6.816231761164191E-4 5.4668604982859189E-4 1.1694401818176249E-3 1.2717858991061334E-3 1.2854583183581811E-3 1.5317058171112011E-3 1.8406745944564058 E-3 1.8717541034280766E-3 2.0010232610829298E-3 2.1368301179092281E-3 2.4175530419171562E-3 2.4312016201157517E-3 2.4589339744234304E-3 2.63423638959151E-3 2.8721622556956974E-3 2.8945277272943016E-3 2.9948493904715821E-3 3.0772445972285607E-3 3.1525698720724958E-3 3.3319115619230141E-3 3.7072871279200891E-3 3.7875851010655058E-3 3.8558438859136409E-3 4.2491559984350665E-3 4.4582409943012564E-3 4.4790822279817235E-3 4.5364921077026164E-3 4.591998870096395E-3 4.666608086932326E-3 4.70472662283479E-3 5.3083762190699636E-3 5.3577268689366346E-3 5.5305779093101984E-3 5.6964266702105729E-3 5.8645280322384618E-3 6.1182119825954322E-3 6.2140440232388225E-3 6.2394659608701088E-3 6.5442993401882412E-3 6.6849200488789855E-3 6.8168881114026685E-3 6.8283709292527774E-3 6.8474815319853801E-3 6.9500506121750851E-3 6.9999438640173323E- 3 7.1098026172614426E-3 7.1762423176548176E-3 7.2855755128473747E-3 7.60314551069709E-3 7.6324678828877312E-3 7.7745826982832528E-3 8.154995351753529E-3 8.1757630071309633E-3 8.4801289696101213E-3 8.8559081820743218E-3 9.018570870587125E-3 9.0602587413724026E-3 9.1594188114334819E-3 9.2838716157782938E-3 9.4836841953169163E-3 9.6435505296501925E-3 1.0146937877413543E-2 1.0354528077325351E-2 1.0373918583853411E-2 1.051496214071621E-2 1.0538943184140458E-2 1.120878755650093E-2 1.1650451095739296E-2 1.178749524611781E-2 1.1970442875437243E-2 1.2498283786059956E-2 1.2745750747980653E-2 1.2883859452612625E-2 1.3553069778223804E-2 1.3603654210536262E-2

Sample Percentile

Y

X Variable 1 Residual Plot

7.7938678770734827E-3 1.5085784107660316E-2 2.187003723597418E-2 2.8520881640173145E-2 7.4191209718366428E-3 1.5263360540158753E-2 2.1723554394912865E-2 3.0556458262866897E-2 1.1686932663833603E-2 2.0912633398621153E-2 3.1781773464504122E-2 4.1539997914477537E-2 1.0058216443960117E-2 1.9378148208328953E-2 2.7101741984347387E-2 3.5166107506489179E-2 9.4095755298247586E-3 1.7478013646117275E-2 2.5961663941536359E-2 3.2275110182584166E-2 7.8557739500315516E-3 1.4942080286016273E-2 2.2378146394631971E-2 2.9968987837174114E-2 7.1690232005711734E-3 1.3947475059336589E-2 2.024469536798626E-2 2.3439009629258351E-2 6.2519209359031859E-3 1.2517213375233925E-2 1.8067419374455232E-2 2.4608636950104457E-2 7.3717430443101485E-3 1.5612420580489969E-2 2.2722320583062072E-2 2.9530414656408918E-2 7.3043764171740726E-3 1.4177106572850524E-2 2.0615898492863726E-2 2.8439908004487837E-2 6.7723000886350708E-3 1.348588839747227E-2 1.9058550918318488E-2 2.6196988113070079E-2 6.1910227586818543E-3 1.1834338986311664E-2 2.4882484004446925E-2 3.3605502778859868E-2 8.2368194130856727E-3 1.5762244953225195E-2 2.3305783186547361E-2 3.2193518963363053E-2 7.7871293419829769E-3 1.4937263042166696E-2 2.1864638882234111E-2 2.9566586422654043E-2 7.3068219032835537E-3 1.4599728826867223E-2 2.1988282693629978E-2 2.9786750926320476E-2 7.3263062077101758E-3 1.4688658368014992E-2 2.2061994840864362E-2 3.031464047188762E-2 7.3318074871726886E-3 1.4379860287333597E-2 2.189999506042865E-2 2.9408386751147209E-2 7.1861946765628092E-3 1.4141837989357049E-2 2.1362228442183846E-2 2.9118795528584748E-2 7.2904182465179292E-3 1.474680818489706E-2 2.2036901067854067E-2 2.9846916107752294E-2 7.4699920706065639E-3 1.4433178978407438E-2 2.1490717386950367E-2 2.9191924610625326E-2 6.4769465910726812E-3 2.125030388581463E-3 2.9408730722392945E-3 3.9151024232025313E-3 4.3845140778238454E-3 3.9949399087677809E-4 1.5264775732633743E-3 1.9221048505141721E-3 2.5697436616231081E-3 -5.3898829667819049E-4 7.8337808282377599E-4 1.7781292725826299E-3 5.2813696537508913E-4 6.2944817043998581E-4 1.2880677907531708E-3 2.2604899474646702E-3 3.2064278366894256E-3 7.4644166909799579E-4 1.4713932998068092E-3 2.6054875136206183E-3 3.9815141941659006E-3 7.3453491138933662E-4 1.5928134933747909E-3 2.8985744929829254E-3 3.5853583026043828E-3 1.3060469556205653E-3 2.4912003244015983E-3 3.1482106343623381E-3 2.1114595178987009E-3 -1.3829188454005017E-4 6.6331196896679632E-4 1.6748423310153013E-5 -5.5413310524860164E-3 -3.1407602728101029E-3 -6.2803893481108751E-3 -8.0445910511288739E-3 -1.3852703241289581E-2 -1.1544388240910183E-3 -5.6701295285607068E-3 -8.154457421045376E-3 -1.0882017274608932E-2 -4.1618167994958172E-4 4.3814856207794427E-5 -4.8852110578263223E-4 -9.8815828069765549E-4 -8.5013668594016451E-4 -2.201951696 9740372E-3 -9.1591721057297272E-4 -1.7965212570391041E-3 -2.4726951791458887E-4 -3.9722911888299094E-4 2.7566578140121242E-4 -5.296822061121257E-4 3.1675602321753083E-4 1.0765719484460493E-3 1.5774450630943009E-3 1.7409438166628086E-3 -9.3939548192673895E-6 -4.4372493747289569E-5 5.128934873439156E-5 -1.228410615650548E-3 1.8807608414242493E-4 8.0887381014660246E-4 1.1198997590650362E-3 1.1352937678504142E-3 -3.1090135667277306E-4 2.0594796870756528E-4 3.416349197481296E-4 7.3086676095187285E-4 1.1408684467884792E-5 1.4381131866388671E-4 5.451146812480729E-4 -8.1234239356322395E-3 6.4133391775335639E-4 1.552751296799282E-3 2.4127426006872984E-3 2.9094335310957797E-3 5.0765230545920213E-4 1.388640059803865E-3 2.3643824698315521E-3 3.2794471747162445E-3 -1.0341424430210064E-3

X Variable 1

Residuals

Normal Probability Plot

0.61728395061728392 1.8518518518518516 3.0864197530864197 4.3209876543209873 5.5555555555555554 6.7901234567901234 8.0246913580246897 9.2592592592592577 10.493827160493826 11.728395061728394 12.962962962962962 14.19753086419753 15.432098765432096 16.666666666666668 17.901234567901234 19.135802469135804 20.37037037037037 21.604938271604937 22.839506172839506 24.074074074074073 25.308641975308642 26.543209876543209 27.777777777777779 29.012345679012345 30.246913580246911 31.481481481481481 32.716049382716051 33.950617283950614 35.185185185185183 36.419753086419753 37.654320987654323 38.888888888888886 40.123456790123456 41.358024691358025 42.592592592592588 43.827160493827158 45.061728395061728 46.296296296296298 47.53086419753086 48.76543209876543 50 51.234567901234563 52.469135802469133 53.703703703703702 54.938271604938272 56.172839506172835 57.407407407407405 58.641975308641975 59.876543209876537 61.111111111111107 62.345679012345677 63.580246913580247 64 .81481481481481 66.049382716049379 67.283950617283935 68.518518518518505 69.753086419753075 70.987654320987644 72.222222222222214 73.456790123456784 74.691358024691354 75.92592592592591 77.160493827160479 78.395061728395049 79.629629629629619 80.864197530864189 82.098765432098759 83.333333333333329 84.567901234567884 85.802469135802454 87.037037037037024 88.271604938271594 89.506172839506164 90.740740740740733 91.975308641975303 93.209876543209859 94.444444444444429 95.679012345678998 96.913580246913568 98.148148148148138 99.382716049382708 -5.0650345547007432E-3 -2.40579802490354E-3 -1.9127805762609606E-3 -1.4677091770490336E-3 -1.267376008237515E-3 -1.2013186336119013E-3 -6.816231761164191E-4 5.4668604982859189E-4 1.1694401818176249E-3 1.2717858991061334E-3 1.2854583183581811E-3 1.5317058171112011E-3 1.8406745944564058E-3 1.8717541034280766E-3 2.0010232610829298E-3 2.1368301179092281E-3 2.4175530419171562E-3 2.4312016201157517E-3 2.4589339744234304E-3 2.63423638959151E-3 2.8721622556956974E-3 2.8945277272943016E-3 2.9948493904715821E-3 3.0772445972285607E-3 3.1525698720724958E-3 3.3319115619230141E-3 3.7072871279200891E-3 3.7875851010655058E-3 3.8558438859136409E-3 4.2491559984350665E-3 4.4582409943012564E-3 4.4790822279817235E-3 4.5364921077026164E-3 4.591998870096395E-3 4.666608086932326E-3 4.70472662283479E-3 5.3083762190699636E-3 5.3577268689366346E-3 5.5305779093101984E-3 5.6964266702105729E-3 5.8645280322384618E-3 6.1182119825954322E-3 6.2140440232388225E-3 6.2394659608701088E-3 6.5442993401882412E-3 6.6849200488789855E-3 6.8168881114026685E-3 6.8283709292527774E-3 6.8474815319853801E-3 6.9500506121750851E-3 6.9999438640173323E-3 7.1098026172614426E-3 7.1762423176548176E-3 7.2855755128473747E-3 7.60314551069709E-3 7.6324678828877312E-3 7.7745826982832528E-3 8.154995351753529E-3 8.1757630071309633E-3 8.4801289696101213E-3 8.8559081820743218E-3 9.018570870587125E-3 9.0602587413724026E-3 9.1594188114334819E-3 9.2838716157782938E-3 9.4836841953169163E-3 9.6435505296501925E-3 1.0146937877413543E-2 1.0354528077325351E-2 1.0373918583853411E-2 1.051496214071621E-2 1.0538943184140458E-2 1.120878755650093E-2 1.1650451095739296E-2 1.178749524611781E-2 1.1970442875437243E-2 1.2498283786059956E-2 1.2745750747980653E-2 1.2883859452612625E-2 1.3553069778223804E-2 1.3603654210536262E-2

Sample Percentile

Y

WRDS WELLSFARGO

RCFD1410 RCFD1590 RCFD1754 RCFD1766 RCFD1773 RCFD1975 RCFD2170 RCFD2200 RCFD3123 RCFD3210 RCON2210 RCON2215 Entity NM_SHORT Date RIAD4073 RIAD4079 RIAD4093 RIAD4107 RIAD4230 RIAD4256 RIAD4340 RIAD4635 Entity NM_SHORT Date
Real state loan Agriculture loan Held to maturity Commercial and industrial loan Available for sale securities Loans to individuals Total Assets Total Deposit Allowance for loan and lease Total Equity Demand Deposit Transaction Deposits Intrest Expenses Non Intrest Income Non Intrest Expenses Intrest Income Loan loss Provision Real estate loan charge off Net Income Loan Charge off
32468000 1775000 0 18733000 7193000 3962000 99155000 65534000 1515000 12939000 13084000 14513000 451965 WELLSFARGO BK 20000331 516000 1135000 1466000 1552000 93000 235000 101000 451965 WELLSFARGO BK 20000331
35014000 1904000 0 19269000 6600000 3943000 101188000 64896000 1535000 13052000 13534000 14786000 451965 WELLSFARGO BK 20000630 1129000 2237000 2799000 3180000 201000 619000 195000 451965 WELLSFARGO BK 20000630
31273000 1934000 0 19713000 6737000 4095000 103684000 65716000 1547000 13388000 13125000 14177000 451965 WELLSFARGO BK 20000930 1847000 3599000 4342000 4912000 287000 1014000 273000 451965 WELLSFARGO BK 20000930
32942000 2316000 0 20367000 9892000 3679000 115539000 70607000 1507000 13738000 17512000 19121000 451965 WELLSFARGO BK 20001231 2603000 4983000 6040000 6676000 314000 1420000 357000 451965 WELLSFARGO BK 20001231
42463000 2085000 0 21140000 9747000 4074000 124137000 74775000 1505000 14662000 15676000 16250000 451965 WELLSFARGO BK 20010331 763000 2087000 1447000 1765000 84000 1264000 110000 451965 WELLSFARGO BK 20010331
46127000 2264000 0 23138000 7895000 3899000 125294000 77667000 1438000 15230000 15917000 16386000 451965 WELLSFARGO BK 20010630 1491000 3155000 2894000 3550000 129000 1679000 257000 451965 WELLSFARGO BK 20010630
47929000 2250000 0 22511000 6795000 4439000 129297000 75452000 1445000 15624000 15510000 16004000 451965 WELLSFARGO BK 20010930 2101000 4404000 4283000 5307000 235000 2225000 387000 451965 WELLSFARGO BK 20010930
58137000 2604000 0 22026000 6395000 5350000 140675000 79077000 1445000 16186000 18199000 18865000 451965 WELLSFARGO BK 20011231 2558000 5605000 5671000 7031000 365000 2871000 568000 451965 WELLSFARGO BK 20011231
58546000 2222000 0 21644000 6958000 5716000 141221000 82809000 1435000 16795000 16937000 17491000 451965 WELLSFARGO BK 20020331 374000 1139000 1468000 1732000 90000 551000 138000 451965 WELLSFARGO BK 20020331
62862000 2184000 0 22523000 6513000 6140000 147687000 86025000 1365000 16713000 17631000 18193000 451965 WELLSFARGO BK 20020630 727000 2283000 2853000 3465000 118000 1261000 282000 451965 WELLSFARGO BK 20020630
79125000 2229000 0 21854000 5844000 6794000 165861000 103386000 1331000 17101000 8066000 8754000 451965 WELLSFARGO BK 20020930 1126000 3525000 4459000 5329000 202000 1914000 438000 451965 WELLSFARGO BK 20020930
96085000 2791000 0 21996000 5171000 9355000 183712000 108109000 1338000 17724000 9147000 9896000 451965 WELLSFARGO BK 20021231 1544000 4854000 6137000 7380000 344000 2627000 617000 451965 WELLSFARGO BK 20021231
113211000 2358000 0 23019000 5189000 9991000 196755000 122869000 1334000 18581000 8039000 8822000 451965 WELLSFARGO BK 20030331 387000 1365000 1691000 2153000 130000 829000 163000 451965 WELLSFARGO BK 20030331
119356000 2230000 0 23219000 4842000 11975000 203468000 113070000 1329000 19579000 7755000 8557000 451965 WELLSFARGO BK 20030630 800000 2745000 3570000 4453000 232000 1650000 309000 451965 WELLSFARGO BK 20030630
130203000 2244000 0 23120000 13007000 12051000 224376000 139015000 1267000 19442000 8105000 8901000 451965 WELLSFARGO BK 20030930 1209000 4197000 5643000 6887000 289000 2502000 457000 451965 WELLSFARGO BK 20030930
140785000 3125000 0 24650000 17052000 14076000 250474000 173944000 1554000 23515000 12387000 13880000 451965 WELLSFARGO BK 20031231 1722000 7098000 9764000 10569000 339000 3729000 694000 451965 WELLSFARGO BK 20031231
182891000 3507000 0 32633000 27661000 26950000 347560000 255747000 2629000 32558000 17593000 20203000 451965 WELLSFARGO BK 20040331 519000 2190000 3080000 3603000 186000 1290000 283000 451965 WELLSFARGO BK 20040331
169717000 3589000 0 34466000 31813000 26911000 364698000 274851000 2551000 33234000 17524000 20225000 451965 WELLSFARGO BK 20040630 1053000 4683000 6417000 7197000 319000 2575000 545000 451965 WELLSFARGO BK 20040630
167330000 3672000 0 34716000 30191000 28741000 362973000 279795000 2467000 34037000 16832000 19518000 451965 WELLSFARGO BK 20040930 1719000 6943000 9772000 11012000 459000 3792000 780000 451965 WELLSFARGO BK 20040930
190388000 4323000 0 35678000 28571000 29133000 366256000 281704000 2428000 34695000 20092000 23212000 451965 WELLSFARGO BK 20041231 2529000 9812000 13486000 15046000 606000 5213000 1042000 451965 WELLSFARGO BK 20041231
188533000 3578000 0 37252000 25486000 30100000 367427000 280120000 2367000 33281000 18465000 21474000 451965 WELLSFARGO BK 20050331 984000 2819000 3607000 4338000 101000 1562000 247000 451965 WELLSFARGO BK 20050331
187721000 3755000 0 39019000 24158000 30052000 364120000 283845000 2336000 34049000 19407000 22486000 451965 WELLSFARGO BK 20050630 2151000 5160000 7201000 8936000 222000 2891000 492000 451965 WELLSFARGO BK 20050630
193016000 3940000 0 39428000 28826000 30448000 380109000 293583000 2230000 34962000 18037000 21026000 451965 WELLSFARGO BK 20050930 3580000 8171000 11087000 13898000 301000 4516000 758000 451965 WELLSFARGO BK 20050930
195247000 4590000 0 39799000 37327000 30884000 403258000 319396000 2122000 35771000 20077000 23398000 451965 WELLSFARGO BK 20051231 5356000 11078000 14990000 19351000 425000 6223000 1075000 451965 WELLSFARGO BK 20051231
188335000 3986000 0 41635000 46749000 33019000 415802000 315629000 2106000 36565000 20570000 24019000 451965 WELLSFARGO BK 20060331 1986000 2676000 3963000 5680000 149000 1444000 240000 451965 WELLSFARGO BK 20060331
173159000 4386000 0 43701000 66952000 36100000 415859000 329186000 2248000 37353000 19805000 23158000 451965 WELLSFARGO BK 20060630 4370000 5733000 8013000 11906000 440000 2981000 481000 451965 WELLSFARGO BK 20060630
174272000 4405000 0 44055000 47734000 39178000 400807000 316689000 2226000 38780000 18558000 21836000 451965 WELLSFARGO BK 20060930 6948000 8419000 12013000 18488000 658000 4650000 809000 451965 WELLSFARGO BK 20060930
172385000 5133000 0 47095000 37720000 41069000 398671000 311546000 2088000 40270000 20023000 23561000 451965 WELLSFARGO BK 20061231 9378000 11548000 16221000 24838000 860000 6399000 1244000 451965 WELLSFARGO BK 20061231
173031000 4676000 0 49149000 40238000 41702000 396847000 313353000 2151000 39966000 19356000 23008000 451965 WELLSFARGO BK 20070331 2355000 3428000 4353000 6192000 441000 1761000 487000 451965 WELLSFARGO BK 20070331
165303000 4516000 0 53553000 65310000 42991000 428724000 312324000 2526000 38655000 20325000 23909000 451965 WELLSFARGO BK 20070630 4810000 7121000 9020000 12474000 1210000 3091000 998000 451965 WELLSFARGO BK 20070630
169997000 4452000 0 58470000 48254000 47752000 445446000 329623000 2569000 41227000 17196000 21571000 451965 WELLSFARGO BK 20070930 7750000 10524000 13372000 19371000 1753000 4731000 1646000 451965 WELLSFARGO BK 20070930
169626000 4985000 0 61570000 62907000 47926000 467861000 343718000 3625000 41715000 19412000 24591000 451965 WELLSFARGO BK 20071231 10468000 14045000 18114000 26216000 3598000 5706000 2546000 451965 WELLSFARGO BK 20071231
179661000 4455000 0 66947000 71525000 47767000 486886000 355015000 4058000 43312000 21353000 26750000 451965 WELLSFARGO BK 20080331 2227000 3521000 4298000 6557000 1353000 1578000 1135000 451965 WELLSFARGO BK 20080331
179505000 5061000 0 72806000 79851000 47889000 503327000 343272000 5239000 43942000 17465000 23100000 451965 WELLSFARGO BK 20080630 3790000 7969000 9087000 12864000 3504000 2951000 2260000 451965 WELLSFARGO BK 20080630
181121000 4985000 0 77196000 76317000 48723000 514853000 356237000 5414000 44282000 19734000 25028000 451965 WELLSFARGO BK 20080930 5432000 11630000 13790000 19369000 5041000 4420000 3761000 451965 WELLSFARGO BK 20080930
186948000 5751000 0 82256000 73363000 48909000 538958000 346850000 8273000 41651000 20575000 26738000 451965 WELLSFARGO BK 20081231 6674000 13969000 19015000 25933000 9897000 3636000 5914000 451965 WELLSFARGO BK 20081231
203699000 5562000 0 79526000 102802000 52430000 552170000 372428000 10240000 45096000 18787000 24287000 451965 WELLSFARGO BK 20090331 695000 5069000 5272000 6274000 3217000 1218000 2318000 451965 WELLSFARGO BK 20090331
209136000 5740000 0 75553000 104426000 49989000 539621000 402828000 9887000 49575000 20164000 25718000 451965 WELLSFARGO BK 20090630 1345000 11424000 11227000 12717000 5392000 3341000 5055000 451965 WELLSFARGO BK 20090630
201475000 5594000 0 70783000 83255000 48789000 547690000 438737000 10037000 50901000 19561000 25589000 451965 WELLSFARGO BK 20090930 1897000 16720000 16873000 18914000 8067000 5376000 7762000 451965 WELLSFARGO BK 20090930
257323000 5972000 0 69566000 81918000 48012000 608778000 471876000 11520000 56415000 31001000 36788000 451965 WELLSFARGO BK 20091231 2882000 23713000 24147000 27853000 11811000 7872000 11170000 451965 WELLSFARGO BK 20091231
458636000 5734000 0 118998000 140265000 94235000 1065890000 803571000 21371000 125064000 48152000 60425000 451965 WELLSFARGO BK 20100331 1269000 7190000 9265000 11358000 4800000 2047000 4963000 451965 WELLSFARGO BK 20100331
451249000 5753000 0 116775000 136426000 92133000 1073280000 817107000 20992000 123885000 46043000 61860000 451965 WELLSFARGO BK 20100630 2448000 14135000 19269000 22922000 8264000 4551000 9206000 451965 WELLSFARGO BK 20100630
449165000 5460000 0 115590000 154552000 89240000 1070489000 811027000 20431000 122663000 45311000 60613000 451965 WELLSFARGO BK 20100930 3624000 21261000 28759000 34175000 11270000 7515000 13152000 451965 WELLSFARGO BK 20100930
454548000 6189000 0 118116000 150439000 88600000 1102278000 846977000 19637000 122259000 53229000 69923000 451965 WELLSFARGO BK 20101231 4730000 28743000 38709000 45337000 13766000 10712000 16892000 451965 WELLSFARGO BK 20101231
429717000 5479000 0 145551000 1093030000 18779000 123909000 50608000 65795000 451965 WELLSFARGO BK 20110331 1020000 6623000 9631000 10689000 1916000 3040000 3175000 451965 WELLSFARGO BK 20110331
425410000 5303000 0 154068000 1104833000 17922000 123879000 55404000 70932000 451965 WELLSFARGO BK 20110630 1994000 13000000 19337000 21367000 3486000 6011000 6033000 451965 WELLSFARGO BK 20110630
434458000 5565000 0 172686000 1142254000 16825000 123391000 80942000 95563000 451965 WELLSFARGO BK 20110930 2919000 19310000 28789000 31947000 4630000 9606000 8633000 451965 WELLSFARGO BK 20110930
438717000 6508000 0 195800000 1161490000 16360000 123358000 100166000 113790000 451965 WELLSFARGO BK 20111231 3814000 26090000 38384000 42695000 6405000 13056000 11239000 451965 WELLSFARGO BK 20111231
437025000 5697000 0 204705000 1181817000 15934000 124719000 93272000 107571000 451965 WELLSFARGO BK 20120331 784000 7353000 9771000 10716000 1687000 3768000 2411000 451965 WELLSFARGO BK 20120331
439262000 5729000 0 204424000 1180190000 15480000 125639000 103068000 113975000 451965 WELLSFARGO BK 20120630 1532000 14597000 19521000 21554000 3122000 7339000 4679000 451965 WELLSFARGO BK 20120630
446712000 5597000 0 204296000 1218796000 14500000 128528000 113348000 123654000 451965 WELLSFARGO BK 20120930 2245000 22191000 28830000 32057000 4204000 11965000 7137000 451965 WELLSFARGO BK 20120930
452648000 6269000 0 203661000 1266125000 14234000 133663000 120445000 133862000 451965 WELLSFARGO BK 20121231 2939000 30118000 38684000 42617000 5691000 16620000 9237000 451965 WELLSFARGO BK 20121231
454105000 5060000 0 216301000 1271620000 14136000 137134000 121079000 132435000 451965 WELLSFARGO BK 20130331 650000 7404000 9362000 10327000 1150000 4530000 1576000 451965 WELLSFARGO BK 20130331
5008000 0 217652000 1284538000 13809000 137808000 109990000 121345000 451965 WELLSFARGO BK 20130630 1312000 15033000 18769000 20803000 1768000 9306000 2962000 451965 WELLSFARGO BK 20130630
4905000 0 223064000 1328010000 12970000 137972000 119559000 131512000 451965 WELLSFARGO BK 20130930 1915000 21514000 27869000 31258000 1786000 14243000 4176000 451965 WELLSFARGO BK 20130930
5675000 12346000 215837000 1373600000 12421000 137637000 133492000 145454000 451965 WELLSFARGO BK 20131231 2501000 28133000 37078000 41799000 2082000 19075000 5403000 451965 WELLSFARGO BK 20131231
4948000 17662000 216158000 1388274000 11761000 139131000 128942000 140655000 451965 WELLSFARGO BK 20140331 554000 6498000 9423000 10349000 37000 4576000 1079000 451965 WELLSFARGO BK 20140331
4667000 30108000 212699000 1436828000 11341000 141392000 146680000 158862000 451965 WELLSFARGO BK 20140630 1111000 13320000 18296000 20863000 227000 9707000 2031000 451965 WELLSFARGO BK 20140630
4741000 40758000 218087000 1482815000 11213000 144731000 112289000 113872000 451965 WELLSFARGO BK 20140930 1685000 20070000 27808000 31676000 409000 14741000 2988000 451965 WELLSFARGO BK 20140930
5565000 55483000 226470000 1532784000 10844000 144984000 113172000 115910000 451965 WELLSFARGO BK 20141231 2237000 26568000 37527000 42794000 717000 19569000 4003000 451965 WELLSFARGO BK 20141231
4775000 67133000 227089000 1571389000 10790000 146500000 110435000 112579000 451965 WELLSFARGO BK 20150331 541000 6557000 9455000 10976000 565000 4930000 960000 451965 WELLSFARGO BK 20150331
4621000 80102000 233717000 1553871000 10493000 147137000 116308000 118727000 451965 WELLSFARGO BK 20150630 1057000 13614000 18969000 22155000 860000 10313000 1880000 451965 WELLSFARGO BK 20150630
4655000 78668000 240950000 1579174000 10426000 149932000 106920000 108923000 451965 WELLSFARGO BK 20150930 1587000 20482000 28404000 33553000 1447000 15511000 2848000 451965 WELLSFARGO BK 20150930
5459000 80197000 242793000 1610580000 10349000 150513000 120702000 122885000 451965 WELLSFARGO BK 20151231 2188000 27270000 38197000 45110000 2157000 20696000 3959000 451965 WELLSFARGO BK 20151231
4678000 79348000 236036000 1667785000 10504000 154285000 107784000 109996000 451965 WELLSFARGO BK 20160331 832000 6709000 10014000 11876000 986000 4742000 1176000 451965 WELLSFARGO BK 20160331
4393000 100420000 235446000 1699435000 10649000 158063000 120781000 123037000 451965 WELLSFARGO BK 20160630 1718000 13816000 20086000 23924000 2047000 9839000 2406000 451965 WELLSFARGO BK 20160630
4400000 99241000 273020000 1740819000 10603000 159245000 117843000 119749000 451965 WELLSFARGO BK 20160930 2690000 21047000 30432000 36345000 2783000 15071000 3546000 451965 WELLSFARGO BK 20160930
5343000 99478000 286478000 1727235000 10502000 155377000 127601000 130134000 451965 WELLSFARGO BK 20161231 3748000 27858000 40918000 49162000 3571000 20179000 4745000 451965 WELLSFARGO BK 20161231
4480000 107924000 278250000 1749176000 10285000 156750000 171548000 173618000 451965 WELLSFARGO BK 20170331 1242000 6583000 10816000 13073000 558000 4943000 1130000 451965 WELLSFARGO BK 20170331
4234000 140286000 240904000 1731937000 10281000 163031000 156405000 158176000 451965 WELLSFARGO BK 20170630 2682000 13064000 21396000 26636000 1169000 10205000 2099000 451965 WELLSFARGO BK 20170630
4286000 142316000 254889000 1737980000 10292000 163174000 118843000 120448000 451965 WELLSFARGO BK 20170930 4306000 19128000 32586000 40644000 1851000 14714000 3139000 451965 WELLSFARGO BK 20170930
4984000 139228000 260098000 1747354000 10104000 166160000 128788000 131650000 451965 WELLSFARGO BK 20171231 5985000 25498000 46327000 54585000 2457000 21317000 4250000 451965 WELLSFARGO BK 20171231
4305000 141338000 255739000 1716595000 9937000 163940000 170215000 172811000 451965 WELLSFARGO BK 20180331 1908000 6694000 12458000 14217000 606000 4670000 1132000 451965 WELLSFARGO BK 20180331
4084000 144098000 250007000 1675077000 9864000 164028000 115060000 117134000 451965 WELLSFARGO BK 20180630 4126000 12977000 23399000 28953000 1178000 10282000 2166000 451965 WELLSFARGO BK 20180630
4244000 144023000 247453000 1665230000 9702000 163952000 106578000 108624000 451965 WELLSFARGO BK 20180930 6588000 19448000 34513000 43985000 1729000 16363000 3228000 451965 WELLSFARGO BK 20180930
5164000 144679000 255037000 1689351000 9504000 164901000 121654000 123927000 451965 WELLSFARGO BK 20181231 9433000 25559000 46518000 59504000 2266000 21667000 4319000 451965 WELLSFARGO BK 20181231
4719000 144901000 253334000 1667769000 9610000 167287000 114824000 117381000 451965 WELLSFARGO BK 20190331 3112000 6148000 10886000 15566000 842000 5793000 1052000 451965 WELLSFARGO BK 20190331
4309000 145787000 251429000 1699842000 9418000 168759000 112292000 114227000 451965 WELLSFARGO BK 20190630 6377000 12528000 21465000 31062000 1353000 11948000 2069000 451965 WELLSFARGO BK 20190630
4320000 153090000 256989000 1708548000 9447000 167567000 134406000 136264000 451965 WELLSFARGO BK 20190930 9625000 19363000 33826000 46097000 2047000 16212000 3054000 451965 WELLSFARGO BK 20190930
4651000 153873000 251838000 1712919000 9284000 167346000 126564000 128980000 451965 WELLSFARGO BK 20191231 12500000 25455000 46552000 60377000 2679000 19553000 4134000 451965 WELLSFARGO BK 20191231
4025000 169859000 242111000 1763696000 10893000 170221000 152829000 155618000 451965 WELLSFARGO BK 20200331 2360000 5744000 11417000 13565000 3160000 2078000 1068000 451965 WELLSFARGO BK 20200331

Regression Wellsfargo

Date ROE ROA EM Margin Efficiency ratio SUMMARY OUTPUT
20000331 0.0181621455 0.0023700267 7.6632660948 0.010448288 0.6752648549
20000630 0.0474256819 0.0061173262 7.7526815814 0.0202692019 0.6527518657 SUMMARY OUTPUT Regression Statistics
20000930 0.0757394682 0.0097797153 7.7445473558 0.0295609737 0.6515606242 Multiple R 0.8323112193
20001231 0.1033629349 0.0122902223 8.4101761537 0.0352521659 0.6669611307 Regression Statistics R Square 0.6927419659
20010331 0.0862092484 0.0101822986 8.4665802755 0.0080717272 0.4684363872 Multiple R 0.0269032393 Adjusted R Square 0.6888526236
20010630 0.1102429416 0.0134004821 8.2267892318 0.0164333488 0.555044112 R Square 0.0007237843 Standard Error 0.0023275425
20010930 0.1424091142 0.0172084426 8.2755376344 0.0247956256 0.5628120894 Adjusted R Square -0.0119252817 Observations 81
20011231 0.1773755097 0.0204087436 8.6911528481 0.0317966945 0.5627108553 Standard Error 0.0041974814
20020331 0.0328073831 0.003901686 8.4085144388 0.0096161336 0.5879054866 Observations 81 ANOVA
20020630 0.0754502483 0.0085383277 8.8366541016 0.0185392079 0.5682135033 df SS MS F Significance F
20020930 0.1119232793 0.0115397833 9.6989064967 0.025340496 0.5769927536 ANOVA Regression 1 0.0009649184 0.0009649184 178.1128863047 6.10235488792569E-22
20021231 0.1482171067 0.0142995558 10.3651545926 0.0317671137 0.5740879326 df SS MS F Significance F Residual 79 0.0004279789 0.0000054175
20030331 0.0446154674 0.0042133618 10.5890425704 0.0089756296 0.5400830406 Regression 1 0.0000010082 0.0000010082 0.0572203738 0.8115639504 Total 80 0.0013928973
20030630 0.084273967 0.0081093833 10.3921548598 0.0179536831 0.5579868709 Residual 79 0.0013918891 0.0000176188
20030930 0.1286904639 0.0111509252 11.5407879848 0.0253057368 0.571443038 Total 80 0.0013928973 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
20031231 0.15857963 0.0148877728 10.6516691474 0.0353210313 0.6123549702 Intercept 0.0009224524 0.0006149869 1.4999546444 0.1376121506 -0.0003016483 0.0021465532 -0.0003016483 0.0021465532
20040331 0.0396215984 0.0037115894 10.6751028933 0.0088732881 0.5839969662 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% X Variable 1 0.3646259313 0.0273212069 13.3458939867 6.10235488792587E-22 0.3102444292 0.4190074334 0.3102444292 0.4190074334
20040630 0.0774808931 0.0070606365 10.9736414515 0.0168468157 0.5926849543 Intercept 0.0099932391 0.0068060096 1.4682963534 0.145994297 -0.0035537842 0.0235402625 -0.0035537842 0.0235402625
20040930 0.1114081735 0.010447058 10.6640714517 0.0256024553 0.6018723824 X Variable 1 -0.0028106692 0.0117499059 -0.2392078047 0.8115639504 -0.0261982719 0.0205769335 -0.0261982719 0.0205769335
20041231 0.1502521977 0.0142332139 10.5564490561 0.0341755493 0.6039679341
20050331 0.0469336859 0.0042511846 11.0401430245 0.0091283439 0.5843188077 RESIDUAL OUTPUT PROBABILITY OUTPUT
20050630 0.0849070457 0.0079396902 10.6939998238 0.0186339668 0.6028463792
20050930 0.1291688119 0.0118808026 10.8720610949 0.0271448453 0.5996538482 RESIDUAL OUTPUT PROBABILITY OUTPUT Observation Predicted Y Residuals Percentile Y
20051231 0.1739677392 0.0154318079 11.2733219647 0.0347048292 0.5978542655 1 0.0047321692 -0.0023621425 0.6172839506 0.0011782076
20060331 0.0394913168 0.0034728068 11.3715848489 0.0088840362 0.6221350078 Observation Predicted Y Residuals Percentile Y 2 0.0083131291 -0.0021958029 1.8518518519 0.0019204608
20060630 0.0798061735 0.007168295 11.1332155382 0.0181215268 0.6038887633 1 0.008095293 -0.0057252663 0.6172839506 0.0011782076 3 0.01170115 -0.0019214347 3.0864197531 0.0022058424
20060930 0.1199071686 0.0116015938 10.3354048479 0.0287919123 0.6018838619 2 0.0081585696 -0.0020412434 1.8518518519 0.0019204608 4 0.0137763063 -0.0014860839 4.3209876543 0.0023700267
20061231 0.1589024087 0.0160508289 9.8999503352 0.0387788427 0.6005998223 3 0.0081619178 0.0016177975 3.0864197531 0.0022058424 5 0.0038656135 0.0063166851 5.5555555556 0.0027205019
20070331 0.0440624531 0.0044374784 9.9296151729 0.0096687136 0.5991741225 4 0.008118632 0.0041715903 4.3209876543 0.0023700267 6 0.0069144775 0.0064860045 6.7901234568 0.0027812594
20070630 0.0799637822 0.0072097667 11.0910360885 0.0178763027 0.6100777815 5 0.0086766194 0.0015056792 5.5555555556 0.0027205019 7 0.0099635805 0.0072448621 8.024691358 0.002825902
20070930 0.1147548936 0.010620816 10.8047153564 0.0260884597 0.6038383382 6 0.0084331938 0.0049672883 6.7901234568 0.0027812594 8 0.0125163518 0.0078923918 9.2592592593 0.0028432922
20071231 0.136785329 0.01219593 11.2156538415 0.0336595698 0.6079951666 7 0.0084113605 0.008797082 8.024691358 0.002825902 9 0.0044287441 -0.0005270581 10.4938271605 0.0031373517
20080331 0.036433321 0.0032410051 11.2413649797 0.0088932522 0.5474461852 8 0.0084116451 0.0119970985 9.2592592593 0.0028432922 10 0.0076823284 0.0008559993 11.7283950617 0.0031883109
20080630 0.0671567066 0.0058629877 11.4543489145 0.0180280414 0.533180778 9 0.0083408313 -0.0044391453 10.4938271605 0.0031373517 11 0.0101622544 0.0013775289 12.962962963 0.0032410051
20080930 0.0998148232 0.0085849747 11.6266880448 0.0270698627 0.539367153 10 0.008396179 0.0001421487 11.7283950617 0.0031883109 12 0.0125055659 0.00179399 14.1975308642 0.0032961793
20081231 0.0872968236 0.0067463513 12.9398573864 0.0357337678 0.5722583363 11 0.0083715034 0.0031682799 12.962962963 0.0032410051 13 0.0041951997 0.0000181621 15.4320987654 0.0034728068
20090331 0.0270090474 0.0022058424 12.2443232216 0.0101037724 0.4951164538 12 0.0083796679 0.0059198879 14.1975308642 0.0032961793 14 0.0074688309 0.0006405524 16.6666666667 0.0034735026
20090630 0.0673928391 0.0061913825 10.8849420071 0.0210740501 0.492498684 13 0.0084752444 -0.0042618826 15.4320987654 0.0034728068 15 0.0101495803 0.0010013449 17.9012345679 0.003562385
20090930 0.1056167855 0.0098157717 10.7599064851 0.0310704961 0.5001333847 14 0.0084249226 -0.0003155393 16.6666666667 0.0034735026 16 0.0138014164 0.0010863564 19.1358024691 0.0037115894
20091231 0.1395373571 0.0129308221 10.7910662058 0.0410182365 0.4959945773 15 0.0083871018 0.0027638234 17.9012345679 0.003562385 17 0.0041578834 -0.000446294 20.3703703704 0.003901686
20100331 0.0163676198 0.0019204608 8.5227563487 0.0094653294 0.5362000116 16 0.0082721119 0.0066156609 19.1358024691 0.0037115894 18 0.0070652383 -0.0000046018 21.6049382716 0.0042133618
20100630 0.0367356823 0.0042402728 8.6635185858 0.0190761032 0.5567626918 17 0.0083518169 -0.0046402275 20.3703703704 0.003901686 19 0.0102577715 0.0001892865 22.8395061728 0.0042402728
20100930 0.0612654183 0.0070201562 8.7270733636 0.0285392937 0.5550644638 18 0.0083273978 -0.0012667613 21.6049382716 0.0042133618 20 0.0133837439 0.00084947 24.0740740741 0.0042511846
20101231 0.0876172715 0.0097180566 9.015925208 0.036839164 0.5581687094 19 0.008301575 0.0021454831 22.8395061728 0.0042402728 21 0.0042508833 0.0000003013 25.3086419753 0.0044374784
20110331 0.0245341339 0.0027812594 8.8212317104 0.0088460518 0.5911490302 20 0.0082956851 0.0059375288 24.0740740741 0.0042511846 22 0.0077168799 0.0002228103 26.5432098765 0.0054406413
20110630 0.0485231557 0.0054406413 8.9186464211 0.0175347767 0.5973187533 21 0.0083509123 -0.0040997277 25.3086419753 0.0044374784 23 0.0108201669 0.0010606357 27.7777777778 0.0057895712
20110930 0.0778500863 0.0084096882 9.2571905568 0.0254129117 0.5955769788 22 0.0082988374 -0.0003591472 26.5432098765 0.0054406413 24 0.0135767331 0.0018550748 29.012345679 0.0058629877
20111231 0.1058382918 0.0112407339 9.4156033658 0.0334751053 0.5907866587 23 0.0083078105 0.0035729921 27.7777777778 0.0057895712 25 0.0041618024 -0.0006889956 30.2469135802 0.0058922467
20120331 0.0302119164 0.0031883109 9.4758376831 0.0084040084 0.5652878218 24 0.0083128686 0.0071189393 29.012345679 0.0058629877 26 0.007530031 -0.000361736 31.4814814815 0.0061173262
20120630 0.0584133907 0.0062184902 9.3935004258 0.0169650649 0.5638811058 25 0.0082446234 -0.0047718167 30.2469135802 0.0058922467 27 0.0114207303 0.0001808635 32.7160493827 0.0061382253
20120930 0.0930925557 0.0098170654 9.4827274991 0.024460205 0.5543910928 26 0.0082959076 -0.0011276126 31.4814814815 0.0061173262 28 0.0150622241 0.0009886048 33.950617284 0.0061913825
20121231 0.124342563 0.013126666 9.4725167025 0.031338138 0.5542437962 27 0.0083015427 0.0033000511 32.7160493827 0.0061382253 29 0.0044479162 -0.0000104377 35.1851851852 0.0062184902
20130331 0.0330333834 0.003562385 9.2728280368 0.0076099778 0.5480943739 28 0.0083051517 0.0077456772 33.950617284 0.0061913825 30 0.007440616 -0.0002308493 36.4197530864 0.0066369731
20130630 0.0675287356 0.007244628 9.3212150238 0.0151735488 0.5436507937 29 0.0083091589 -0.0038716805 35.1851851852 0.0062184902 31 0.0104349813 0.0001858347 37.6543209877 0.0067463513
20130930 0.1032310904 0.0107250698 9.6252138115 0.0220954661 0.5479874943 30 0.0082785123 -0.0010687457 36.4197530864 0.0066369731 32 0.0131956044 -0.0009996745 38.8888888889 0.0067558539
20131231 0.1385891875 0.0138868666 9.9798745977 0.0286094933 0.5498657887 31 0.0082960493 0.0023247667 37.6543209877 0.0067463513 33 0.0041651628 -0.0009241577 40.1234567901 0.0070201562
20140331 0.0328898664 0.0032961793 9.9781788386 0.0070555236 0.5783465292 32 0.0082843659 0.0039115641 38.8888888889 0.0067558539 34 0.0074959438 -0.0016329562 41.3580246914 0.0070288886
20140630 0.0686531063 0.0067558539 10.162017653 0.0137469481 0.553217223 33 0.008454549 -0.0052135439 40.1234567901 0.0070201562 35 0.0107928263 -0.0022078516 42.5925925926 0.0070606365
20140930 0.1018510202 0.0099412267 10.2453171746 0.0202257193 0.5554823116 34 0.0084946444 -0.0026316567 41.3580246914 0.0070288886 36 0.0139519108 -0.0072055595 43.8271604938 0.007168295
20141231 0.1349735143 0.0127669652 10.5720907135 0.0264596969 0.5590614525 35 0.0084772565 0.0001077182 42.5925925926 0.0070606365 37 0.0046065499 -0.0024007075 45.0617283951 0.0072097667
20150331 0.0336518771 0.0031373517 10.7262047782 0.0066406218 0.5564383239 36 0.0083848103 -0.001638459 43.8271604938 0.007168295 38 0.0086065976 -0.0024152151 46.2962962963 0.007244628
20150630 0.0700911396 0.0066369731 10.5607087272 0.0135777037 0.5464680802 37 0.0086016306 -0.0063957882 45.0617283951 0.0072097667 39 0.012251561 -0.0024357893 47.5308641975 0.0079396902
20150930 0.1034535656 0.0098222235 10.532601446 0.0202422279 0.5415649786 38 0.0086089883 -0.0024176058 46.2962962963 0.007244628 40 0.0158787651 -0.0029479431 48.7654320988 0.0081093833
20151231 0.1375030728 0.0128500292 10.7006039345 0.0266500267 0.5441788238 39 0.0085875296 0.001228242 47.5308641975 0.0079396902 41 0.004373757 -0.0024532962 50 0.0084096882
20160331 0.0307353275 0.0028432922 10.8097676378 0.0066219567 0.5640736777 40 0.0085991625 0.0043316596 48.7654320988 0.0081093833 42 0.0078780943 -0.0036378215 51.2345679012 0.0084661504
20160630 0.0622473318 0.0057895712 10.7516306789 0.0130666957 0.5576036866 41 0.0084861583 -0.0065656975 50 0.0084096882 43 0.011328619 -0.0043084628 52.4691358025 0.0085383277
20160930 0.0946403341 0.0086574193 10.9317027222 0.0193328542 0.556323352 42 0.0084283634 -0.0041880906 51.2345679012 0.0084661504 44 0.0143549669 -0.0046369103 53.7037037037 0.0085849747
20161231 0.1298712165 0.0116828341 11.1164136262 0.0262928901 0.558439786 43 0.0084331366 -0.0014129803 52.4691358025 0.0085383277 45 0.0041479523 -0.0013666929 54.9382716049 0.0086574193
20170331 0.0315342903 0.002825902 11.1590175439 0.0067637562 0.587379168 44 0.0084244115 0.0012936451 53.7037037037 0.0085849747 46 0.0073160867 -0.0018754455 56.1728395062 0.0094887589
20170630 0.0625954573 0.0058922467 10.6233599745 0.0138307571 0.5779890864 45 0.0083317148 -0.0055504553 54.9382716049 0.0086574193 47 0.010188659 -0.0017789708 57.4074074074 0.0097180566
20170930 0.0901736796 0.0084661504 10.6510841188 0.0209081808 0.587495042 46 0.0083143737 -0.0028737325 56.1728395062 0.0094887589 48 0.0131283439 -0.00188761 58.6419753086 0.0097797153
20171231 0.1282920077 0.0121995886 10.5160929225 0.0278134826 0.6252125563 47 0.0083192693 0.0000904189 57.4074074074 0.0097180566 49 0.0039867718 -0.000798461 59.8765432099 0.0098157717
20180331 0.0284860315 0.0027205019 10.4708734903 0.0071705906 0.6555806978 48 0.0083327333 0.0029080006 58.6419753086 0.0097797153 50 0.007108355 -0.0008898648 61.1111111111 0.0098170654
20180630 0.0626844197 0.0061382253 10.2121406101 0.0148214082 0.6189556661 49 0.0084044021 -0.0052160912 59.8765432099 0.0098157717 51 0.0098412775 -0.0000242121 62.3456790123 0.0098222235
20180930 0.0998036011 0.0098262702 10.1568141895 0.0224575584 0.6071422289 50 0.0084083559 -0.0021898656 61.1111111111 0.0098170654 52 0.0123491502 0.0007775158 63.5802469136 0.0098262702
20181231 0.1313939879 0.0128256354 10.2446376917 0.0296391928 0.6150733836 51 0.0084350292 0.0013820362 62.3456790123 0.0098222235 53 0.0036972477 -0.0001348627 64.8148148148 0.0099412267
20190331 0.0346291105 0.0034735026 9.9695074931 0.007467461 0.5852058918 52 0.0084354432 0.0046912228 63.5802469136 0.0098262702 54 0.0064551218 0.0007895062 66.049382716 0.0101822986
20190630 0.070799187 0.0070288886 10.0726005724 0.0145219379 0.5768145541 53 0.0084527272 -0.0048903422 64.8148148148 0.0099412267 55 0.0089790324 0.0017460375 67.2839506173 0.010447058
20190930 0.09674936 0.0094887589 10.1962080839 0.021346781 0.6058207218 54 0.0084652166 -0.0012205886 66.049382716 0.0101822986 56 0.0113542156 0.002532651 68.5185185185 0.010620816
20191231 0.116841753 0.0114150173 10.2357929081 0.0279505336 0.634811542 55 0.0084530276 0.0022720423 67.2839506173 0.010447058 57 0.0034950793 -0.0001989 69.7530864198 0.0107250698
20200331 0.0122076595 0.0011782076 10.3612127763 0.0063531357 0.6736090625 56 0.0084477483 0.0054391183 68.5185185185 0.010620816 58 0.0059349462 0.0008209077 70.987654321 0.0111509252
57 0.0083676984 -0.0050715191 69.7530864198 0.0107250698 59 0.0082972742 0.0016439525 72.2222222222 0.0112407339
58 0.0084383285 -0.0016824747 70.987654321 0.0111509252 60 0.0105703441 0.0021966212 73.4567901235 0.0114150173
59 0.0084319621 0.0015092645 72.2222222222 0.0112407339 61 0.0033437953 -0.0002064436 74.6913580247 0.0115397833
60 0.0084219023 0.0043450629 73.4567901235 0.0114150173 62 0.0058732353 0.0007637378 75.9259259259 0.0116015938
61 0.0084292751 -0.0052919234 74.6913580247 0.0115397833 63 0.0083032936 0.0015189299 77.1604938272 0.0116828341
62 0.0084572981 -0.0018203251 75.9259259259 0.0116015938 64 0.0106397432 0.0022102859 78.3950617284 0.0118808026
63 0.0084710791 0.0013511444 77.1604938272 0.0116828341 65 0.0033369896 -0.0004936974 79.6296296296 0.01219593
64 0.0084637325 0.0043862967 78.3950617284 0.0118808026 66 0.0056869085 0.0001026627 80.8641975309 0.0121995886
65 0.0084078146 -0.0055645225 79.6296296296 0.01219593 67 0.0079717124 0.0006857069 82.0987654321 0.0122902223
66 0.0084259996 -0.0026364284 80.8641975309 0.0121995886 68 0.010509522 0.0011733122 83.3333333333 0.0127669652
67 0.0084295982 0.0002278211 82.0987654321 0.0122902223 69 0.0033886933 -0.0005627913 84.5679012346 0.0128256354
68 0.0084236496 0.0032591845 83.3333333333 0.0127669652 70 0.0059655051 -0.0000732585 85.8024691358 0.0128500292
69 0.0083423106 -0.0055164086 84.5679012346 0.0128256354 71 0.0085461173 -0.000079967 87.037037037 0.0129308221
70 0.008368703 -0.0024764564 85.8024691358 0.0128500292 72 0.0110639694 0.0011356192 88.2716049383 0.013126666
71 0.0083419849 0.0001241654 87.037037037 0.0129308221 73 0.0035370357 -0.0008165338 89.5061728395 0.0134004821
72 0.0082359735 0.0039636152 88.2716049383 0.013126666 74 0.0063267222 -0.0001884969 90.7407407407 0.0138868666
73 0.0081506187 -0.0054301167 89.5061728395 0.0134004821 75 0.0091110606 0.0007152097 91.975308642 0.0142332139
74 0.0082535595 -0.0021153342 90.7407407407 0.0138868666 76 0.0117296707 0.0010959647 93.2098765432 0.0142995558
75 0.0082867632 0.0015395071 91.975308642 0.0142332139 77 0.0036452824 -0.0001717797 94.4444444444 0.0148877728
76 0.0082644713 0.0045611641 93.2098765432 0.0142995558 78 0.0062175276 0.000811361 95.6790123457 0.0154318079
77 0.008348419 -0.0048749163 94.4444444444 0.0148877728 79 0.0087060423 0.0007827165 96.9135802469 0.0160508289
78 0.0083720042 -0.0013431157 95.6790123457 0.0154318079 80 0.0111139418 0.0003010755 98.1481481481 0.0172084426
79 0.0082904775 0.0011982814 96.9135802469 0.0160508289 81 0.0032389705 -0.0020607629 99.3827160494 0.0204087436
80 0.0082089939 0.0032060234 98.1481481481 0.0172084426
81 0.0080999469 -0.0069217393 99.3827160494 0.0204087436

X Variable 1 Residual Plot

0.67526485490557342 0.65275186567164178 0.65156062424969985 0.66696113074204944 0.46843638718031727 0.55504411200613735 0.56281208935611038 0.56271085532843823 0.58790548658390063 0.56821350328619802 0.57699275362318836 0.57408793264733393 0.54008304056212075 0.55798687089715537 0.57144303797468354 0.61235497021009722 0.58399696624952602 0.59268495428096424 0.60187238236018725 0.60396793407676119 0.58431880771099953 0.60284637923817497 0.59965384823408518 0.59785426554460974 0.62213500784929354 0.60388876328283969 0.60188386191692966 0.60059982227488151 0.59917412250516178 0.61007778153533987 0.60383833822533306 0.60799516664988418 0.54744618519933763 0.53318077803203656 0.53936715297062621 0.5722583363428434 0.49511645379413977 0.49249868397964558 0.50013338471114799 0.49599457727384766 0.53620001157474395 0.55676269178537374 0.55506446383077279 0.55816870944484498 0.59114903019887066 0.59731875328205608 0.59557697877446314 0.59078665866309588 0.5652878218108186 0.56388110575117711 0.55439109282156795 0.55424379620608633 0.5480943738656987 0.54365079365079361 0.5479874943468942 0.5498657887321855 0.57834652918431229 0.55321722302854381 0.5554823115798726 0.55906145251396644 0.55643832391713743 0.54646808020281168 0.54156497864551556 0.54417882379758375 0.56407367768827799 0.55760368663594473 0.55632335197981797 0.55843978600283872 0.58737916802432932 0.57798908639040469 0.58749504200771641 0.62521255634430084 0.6555806977845603 0.61895566606708285 0.60714222886797431 0.61507338357794528 0.58520589183958716 0.57681455405369086 0.60582072176949942 0.63481154202803691 0.67360906248156238 -5.725266291740699E-3 -2.0412434178354614E-3 1.6177975201952816E-3 4.1715903098452876E-3 1.5056791681560284E-3 4.9672883094464548E-3 8.7970820358836653E-3 1.1997098480425576E-2 -4.4391452934971574E-3 1.4214872519213544E-4 3.1682799267539388 E-3 5.9198879498864928E-3 -4.2618825843011464E-3 -3.1553934127108094E-4 2.7638234320293623E-3 6.6156608899975485E-3 -4.6402274952211924E-3 -1.2667613289034799E-3 2.1454830660369417E-3 5.9375288499328941E-3 -4.0997276821557018E-3 -3.5914718455982465E-4 3.5729920667441854E-3 7.1189393476805817E-3 -4.7718166736415539E-3 -1.1276125767771487E-3 3.3000510701734296E-3 7.7456771539117265E-3 -3.871680471793878E-3 -1.0687456604712717E-3 2.324766663158043E-3 3.9115641293657171E-3 -5.2135439343151575E-3 -2.6316566761470164E-3 1.0771823773229015E-4 -1.6384589739248025E-3 -6.3957881762367278E-3 -2.4176057945429017E-3 1.2282420490253732E-3 4.331659607844077E-3 -6.5656974538552005E-3 -4.1880905888954387E-3 -1.4129803455023762E-3 1.2936450594562953E-3 -5.5504553404514788E-3 -2.8737324693120913E-3 9.0418936397296604E-5 2.908000603175755E-3 -5.2160911964828204E-3 -2.1898656475056516E-3 1.382036188505853E-3 4.6912228287878284E-3 -4.8903421824406639E-3 -1.2205885760222567E-3 2.2720422667030331E-3 5.4391183173763055E-3 -5.0715190860138749E-3 -1.6824746703230373E-3 1.509264530669711E-3 4.3450628668988446E-3 -5.2919233567650277E-3 -1.820325063109883E-3 1.3511443751501161E-3 4.3862966943928276E-3 -5.5645224836231803E-3 -2.6364283993058572E-3 2.2782105882922406E-4 3.2591844846399619E-3 -5.5164085860077254E-3 -2.4764563660252719E-3 1.2416543116569589E-4 3.9636151636750945E-3 -5.4301167478374678E-3 -2.1153342327144787E-3 1.5395070606117334E-3 4.5611640746502854E-3 -4.874916345802509E-3 -1.3431156785297521E-3 1.1982813723203454E-3 3.206023391120201E-3 -6.9217393200811826E-3

X Variable 1

Residuals

Normal Probability Plot

0.61728395061728392 1.8518518518518516 3.0864197530864197 4.3209876543209873 5.5555555555555554 6.7901234567901234 8.0246913580246897 9.2592592592592577 10.493827160493826 11.728395061728394 12.962962962962962 14.19753086419753 15.432098765432096 16.666666666666668 17.901234567901234 19.135802469135804 20.370370370 37037 21.604938271604937 22.839506172839506 24.074074074074073 25.308641975308642 26.543209876543209 27.777777777777779 29.012345679012345 30.246913580246911 31.481481481481481 32.716049382716051 33.950617283950614 35.185185185185183 36.419753086419753 37.654320987654323 38.888888888888886 40.123456790123456 41.358024691358025 42.592592592592588 43.827160493827158 45.061728395061728 46.296296296296298 47.53086419753086 48.76543209876543 50 51.234567901234563 52.469135802469133 53.703703703703702 54.938271604938272 56.172839506172835 57.407407407407405 58.641975308641975 59.876543209876537 61.111111111111107 62.345679012345677 63.580246913580247 64.81481481481481 66.049382716049379 67.283950617283935 68.518518518518505 69.753086419753075 70.987654320987644 72.222222222222214 73.456790123456784 74.691358024691354 75.92592592592591 77.160493827160479 78.395061728395049 79.629629629629619 80.864197530864189 82.098765432098759 83.333333333333329 84.567901234567884 85.802469135802454 87.037037037037024 88.271604938271594 89.506172839506164 90.740740740740733 91.975308641975303 93.209876543209859 94.444444444444429 95.679012345678998 96.913580246913568 98.148148148148138 99.382716049382708 1.1782075822590742E-3 1.9204608355458818E-3 2.2058424036075848E-3 2.3700267258332914E-3 2.7205019238667246E-3 2.781259434782211E-3 2.8259020247247846E-3 2.8432921509667012E-3 3.1373517314936023E-3 3.188310880618573E-3 3.2410050812715914E-3 3.2961792844928305E-3 3.472806 7686062118E-3 3.4735026253635845E-3 3.5623849892263411E-3 3.7115893658648865E-3 3.9016860098710533E-3 4.2133617951259179E-3 4.2402728085867624E-3 4.2511845890476204E-3 4.4374784236746153E-3 5.4406412552847356E-3 5.7895712398532452E-3 5.8629876799774303E-3 5.8922466579327077E-3 6.117326165157924E-3 6.1382252875539457E-3 6.1913824702893323E-3 6.2184902430964502E-3 6.6369730820640838E-3 6.7463512926795779E-3 6.7558538669903424E-3 7.0201562089848655E-3 7.0288885672903714E-3 7.0606364718205196E-3 7.1682950230727242E-3 7.2097666564036539E-3 7.2446280296884951E-3 7.9396902120180152E-3 8.1093832936874593E-3 8.409688212954387E-3 8.4661503584621232E-3 8.5383276794843144E-3 8.5849747403627837E-3 8.657419295170837E-3 9.4887588759578305E-3 9.7180566064096353E-3 9.779715288762007E-3 9.8157716956672574E-3 9.8170653661482313E-3 9.822223 5168512143E-3 9.8262702449511477E-3 9.9412266533586459E-3 1.0182298589461644E-2 1.0447058045639758E-2 1.0620815991163912E-2 1.0725069841341556E-2 1.1150925232645202E-2 1.1240733884923675E-2 1.1415017289200483E-2 1.1539783312532784E-2 1.160159378453969E-2 1.1682834125061152E-2 1.1880802611882381E-2 1.2195929987752773E-2 1.2199588635159218E-2 1.2290222349163486E-2 1.2766965208405099E-2 1.2825635406733118E-2 1.2850029182033802E-2 1.2930822073070971E-2 1.3126666008490473E-2 1.3400482066180344E-2 1.3886866627839254E-2 1.4233213926870823E-2 1.4299555826511061E-2 1.4887772782803803E-2 1.5431807924455311E-2 1.6050828878950311E-2 1.720844257794071E-2 2.0408743557846099E-2

Sample Percentile

Y

X Variable 1 Residual Plot

1.044828803388634E-2 2.0269201881646045E-2 2.9560973727865439E-2 3.5252165935311885E-2 8.0717272046207014E-3 1.6433348763707761E-2 2.4795625575226032E-2 3.1796694508619161E-2 9.6161335778673137E-3 1.8539207919451271E-2 2.5340495957458353E-2 3.1767113743250308E-2 8.975629590099362 3E-3 1.7953683134448659E-2 2.5305736798944628E-2 3.5321031324608544E-2 8.873288065370008E-3 1.6846815721501079E-2 2.5602455279042795E-2 3.4175549342536367E-2 9.1283438615017403E-3 1.8633966824123917E-2 2.7144845294376087E-2 3.4704829166439355E-2 8.884036151822261E-3 1.8121526767486094E-2 2.8791912316900654E-2 3.877884270488699E-2 9.6687136352296976E-3 1.7876302702904433E-2 2.6088459656164832E-2 3.3659569829500642E-2 8.8932522192053179E-3 1.8028041412441614E-2 2.7069862659827176E-2 3.5733767751847084E-2 1.0103772388938189E-2 2.1074050120362255E-2 3.1070496083550912E-2 4.1018236532857626E-2 9.4653294430006845E-3 1.9076103160405485E-2 2.8539293724643599E-2 3.6839163985854746E-2 8.8460518009569732E-3 1.7534776749065242E-2 2.5412911664130743E-2 3.3475105252735712E-2 8.4040084040084041E-3 1.6965064947169522E-2 2.44602049891860 48E-2 3.133813801954783E-2 7.609977823563643E-3 1.5173548777848534E-2 2.2095466148598277E-2 2.8609493302271402E-2 7.0555236214176744E-3 1.3746948138538502E-2 2.022571932439313E-2 2.6459696865311747E-2 6.6406217683845315E-3 1.3577703683252985E-2 2.0242227898888913E-2 2.6650026698456456E-2 6.6219566670763915E-3 1.3066695695922469E-2 1.9332854248488785E-2 2.6292890081546519E-2 6.7637561914867346E-3 1.3830757123382664E-2 2.0908180761573782E-2 2.7813482557054837E-2 7.170590616889831E-3 1.4821408209891246E-2 2.2457558415354035E-2 2.9639192802443069E-2 7.467461021280525E-3 1.4521937921289155E-2 2.13467810093717E-2 2.7950533562883007E-2 6.3531356877829289E-3 -2.3621424708126196E-3 -2.1958028897263093E-3 -1.9214347292437796E-3 -1.4860839278531095E-3 6.31668509854 60279E-3 6.486004526864461E-3 7.2448620681965729E-3 7.8923917679670549E-3 -5.2705809323959091E-4 8.5599928425838037E-4 1.3775289322137622E-3 1.7939899507540494E-3 1.8162055074910297E-5 6.405524185091405E-4 1.0013449428714488E-3 1.0863563990786002E-3 -4.4629400041808123E-4 -4.6018420543974745E-6 1.8928650371777267E-4 8.4946997767893287E-4 3.0126555933696758E-7 2.2281026292413075E-4 1.0606356741474053E-3 1.855074826539304E-3 -6.8899562870941046E-4 -3.6173599311946185E-4 1.8086349975590318E-4 9.886048003320963E-4 -1.0437731821104877E-5 -2.3084930685623398E-4 1.8583465060397972E-4 -9.9967445095193452E-4 -9.2415773319676599E-4 -1.6329561515660675E-3 -2.2078515844163159E-3 -7.2055594952207588E-3 -2.4007074551417981E-3 -2.4152151232150632E-3 -2.4357893171418413E-3 -2.9479430656827836E-3 -2.4532961694407984E-3 -3.6378215138980494E-3 -4.3084627863262479E-3 -4.6369103128029842E-3 -1.366692883223239E-3 -1.8754454889836148E-3 -1.7789708118528813E-3 -1.8876099856809658E-3 -7.9846095208680216E-4 -8.8986480481672084E-4 -2.4212100024257124E-5 7.7751580550588194E-4 -1.3486270358089355E-4 7.8950623350441691E-4 1.7460374772675369E-3 2.5326510461567212E-3 -1.9890002847781831E-4 8.209076575488054E-4 1.6439524664093111E-3 2.1966211547161038E-3 -2.0644360690483298E-4 7.6373778975324762E-4 1.5189298755514443E-3 2.2102859356747818E-3 -4.9369740748390857E-4 1.0266271083920336E-4 6.857068680739941E-4 1.1733121502544991E-3 -5.6279131737591373E-4 -7.3258480661344584E-5 -7.9966965615132016E-5 1.1356192127989287E-3 -8.1653379949315477E-4 -1.8849692608008829E-4 7.1520965088438943E-4 1.0959646858117924E-3 -1.7177974568117994E-4 8.1136098654314981E-4 7.827165280462605E-4 3.0107551620056107E-4 -2.0607628762559635E-3

X Variable 1

Residuals

Normal Probability Plot

0.61728395061728392 1.8518518518518516 3.0864197530864197 4.3209876543209873 5.5555555555555554 6.7901234567901234 8.0246913580246897 9.2592592592592577 10.493827160493826 11.728395061728394 12.962962962962962 14.19753086419753 15.432098765432096 16.666666666666668 17.901234567901234 19.135802469135804 20.37037037037037 21.604938271604937 22.839506172839506 24.074074074074073 25.308641975308642 26.543209876543209 27.777777777777779 29.012345679012345 30.246913580246911 31.481481481481481 32.716049382716051 33.950617283950614 35.185185185185183 36.419753086419753 37.654320987654323 38.888888888888886 40.123456790123456 41.358024691358025 42.592592592592588 43.827160493827158 45.061728395061728 46.296296296296298 47.53086419753086 48.76543209876543 50 51.234567901234563 52.469135802469133 53.703703703703702 54.938271604938272 56.172839506172835 57.407407407407405 58.641975308641975 59.876543209876537 61.111111111111107 62.345679012345677 63.580246913580247 64.81481481481481 66.049382716049379 67.283950617283935 68.518518518518505 69.753086419753075 70.987654320987644 72.222222222222214 73.456790123456784 74.691358024691354 75.92592592592591 77.160493827160479 78.395061728395049 79.629629629629619 80.864197530864189 82.098765432098759 83.333333333333329 84.567901234567884 85.802469135802454 87.037037037037024 88.271604938271594 89.506172839506164 90.740740740740733 91.975308641975303 93.209876543209859 94.444444444444429 95.679012345678998 96.913580246913568 98.148148148148138 99.382716049382708 1.1782075822590742E-3 1.9204608355458818E-3 2.2058424036075848E-3 2.3700267258332914E-3 2.7205019238667246E-3 2.781259434782211E-3 2.8259020247247846E-3 2.8432921509667012E-3 3.1373517314936023E-3 3.188310880618573E-3 3.2410050812715914E-3 3.2961792844928305E-3 3.4728067686062118E-3 3.4735026253635845E-3 3.5623849892263411E-3 3.7115893658648865E-3 3.9016860098710533E-3 4.2133617951259179E-3 4.2402728085867624E-3 4.2511845890476204E-3 4.4374784236746153E-3 5.4406412552847356E-3 5.7895712398532452E-3 5.8629876799774303E-3 5.8922466579327077E-3 6.117326165157924E-3 6.1382252875539457E-3 6.1913824702893323E-3 6.2184902430964502E-3 6.6369730820640838E-3 6.7463512926795779E-3 6.7558538669903424E-3 7.0201562089848655E-3 7.0288885672903714E-3 7.0606364718205196E-3 7.1682950230727242E-3 7.2097666564036539E-3 7.2446280296884951E-3 7.9396902120180152E-3 8.1093832936874593E-3 8.409688212954387E-3 8.4661503584621232E-3 8.5383276794843144E-3 8.5849747403627837E-3 8.657419295170837E-3 9.4887588759578305E-3 9.7180566064096353E-3 9.779715288762007E-3 9.8157716956672574E-3 9.8170653661482313E-3 9.8222235168512143E-3 9.8262702449511477E-3 9.9412266533586459E-3 1.0182298589461644E-2 1.0447058045639758E-2 1.0620815991163912E-2 1.0725069841341556E-2 1.1150925232645202E-2 1.1240733884923675E-2 1.1415017289200483E-2 1.1539783312532784E-2 1.160159378453969E-2 1.1682834125061152E-2 1.1880802611882381E-2 1.2195929987752773E-2 1.2199588635159218E-2 1.2290222349163486E-2 1.2766965208405099E-2 1.2825635406733118E-2 1.2850029182033802E-2 1.2930822073070971E-2 1.3126666008490473E-2 1.3400482066180344E-2 1.3886866627839254E-2 1.4233213926870823E-2 1.4299555826511061E-2 1.4887772782803803E-2 1.5431807924455311E-2 1.6050828878950311E-2 1.720844257794071E-2 2.0408743557846099E-2

Sample Percentile

Y