Applied bussiness reseach assignment

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Regression Analysis

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.9889061767
R Square 0.9779354264
Adjusted R Square 0.9772565164
Standard Error 892.8858807374
Observations 68
ANOVA
df SS MS F Significance F
Regression 2 2296782691.23398 1148391345.61699 1440.4493766156 1.47946621066973E-54
Residual 65 51820937.7413106 797245.196020164
Total 67 2348603628.97529
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -67690.4174237109 1391.3357996525 -48.65138771 7.50987261677281E-53 -70469.1068924998 -64911.727954922 -70469.1068924998 -64911.727954922
Unemployment rate -22723.8346040678 7095.0860981814 -3.2027567093 0.0021087502 -36893.7000140511 -8553.9691940846 -36893.7000140511 -8553.9691940846
Work population 0.4249112769 0.0082946059 51.2274221036 2.85524197891347E-54 0.4083458051 0.4414767488 0.4083458051 0.4414767488
All the 3 variables are significant

Company Revenue

Date Quarter Revenue Disposable Income Unemployment rate Work population Income growth Average of disposable income
3/30/90 1 120.3 6414.6 5.37% 159722.3 8696.1
6/29/90 2 121.8 6417.0 5.62% 160045.3 0.04%
9/28/90 3 136.7 6366.2 5.86% 160454.0 -0.80%
12/31/90 4 167.3 6379.7 7.27% 160719.7 0.21%
3/29/91 1 174.8 6423.9 6.86% 161026.3 0.69%
6/28/91 2 200 6447.2 6.76% 161364.0 0.36%
9/30/91 3 229.3 6502.3 6.81% 161788.7 0.85%
12/31/91 4 285.7 6641.9 8.16% 162074.7 2.10%
3/31/92 1 366.1 6711.4 7.59% 162369.0 1.03%
6/30/92 2 457.5 6740.7 7.56% 162801.0 0.43%
9/30/92 3 570 6763.8 7.12% 163261.7 0.34%
12/31/92 4 620.3 6801.7 7.86% 163609.3 0.56%
3/31/93 1 672.4 6813.7 7.11% 163956.0 0.18%
6/30/93 2 700.6 6817.7 6.78% 164385.0 0.06%
9/30/93 3 757.3 6862.5 6.35% 164864.3 0.65%
12/31/93 4 742.9 6910.6 7.19% 165234.0 0.70%
3/31/94 1 766.6 6983.8 6.18% 165582.3 1.05%
6/30/94 2 791.5 7025.3 5.98% 165951.3 0.59%
9/30/94 3 884.6 7123.0 5.31% 166439.3 1.37%
12/30/94 4 1032.7 7190.9 5.97% 166582.7 0.94%
3/31/95 1 1135.9 7207.3 5.67% 166903.7 0.23%
6/30/95 2 1205.6 7271.7 5.66% 167306.3 0.89%
9/29/95 3 1415.7 7313.7 5.27% 167753.3 0.58%
12/29/95 4 1538.8 7383.7 6.08% 168093.0 0.95%
9/30/96 3 2019 7552.9 5.01% 169575.7 2.24%
12/31/96 4 2412 7628.7 5.74% 170458.0 0.99%
3/31/97 1 2588 7693.9 4.96% 170924.0 0.85%
6/30/97 2 2814 7785.5 4.88% 171343.3 1.18%
9/30/97 3 3188 7897.1 4.40% 171851.0 1.41%
12/31/97 4 3737 8065.3 5.11% 172233.7 2.09%
3/31/98 1 3920 8178.0 4.40% 172728.3 1.38%
6/30/98 2 4331 8261.4 4.55% 173183.3 1.01%
9/30/98 3 4818 8328.5 4.14% 173785.3 0.81%
12/31/98 4 5173 8403.1 4.69% 174507.7 0.89%
3/31/99 1 5537 8423.9 4.21% 174988.0 0.25%
6/30/99 2 6142 8480.3 4.26% 175480.0 0.67%
9/30/99 3 6784 8605.1 3.84% 176100.7 1.45%
12/31/99 4 6802 8774.6 4.41% 178274.3 1.93%
3/31/00 1 7280 8865.6 3.91% 178789.3 1.03%
6/30/00 2 7670 8969.2 4.05% 179399.7 1.15%
12/31/01 4 8061 9390.8 6.26% 182898.0 4.49%
9/30/02 3 9144 9471.6 5.61% 184609.0 0.85%
12/31/02 4 9735 9498.0 6.40% 185983.3 0.28%
3/31/03 1 9532 9635.5 6.14% 186586.3 1.43%
6/30/03 2 9778 9793.4 6.10% 187223.7 1.61%
9/30/03 3 10622 9833.0 5.61% 187864.3 0.40%
12/31/03 4 11512 9904.7 6.17% 187892.3 0.72%
3/31/04 1 11540 10002.3 5.57% 188434.3 0.98%
6/30/04 2 11706 10054.9 5.46% 189023.7 0.52%
9/30/04 3 12502 10180.6 5.20% 189642.0 1.23%
3/31/05 1 13300 10162.3 5.09% 190664.3 -0.18%
3/31/06 1 14320 10549.8 4.66% 192876.0 3.67%
6/30/06 2 14211 10579.9 4.71% 193490.0 0.28%
12/31/07 4 15989 10925.3 5.33% 195939.7 3.16%
3/31/08 1 16077 11155.7 5.32% 196354.7 2.07%
6/30/08 2 16434 10899.2 6.09% 196867.0 -2.35%
9/30/08 3 15162 10969.2 6.65% 197345.0 0.64%
3/31/09 1 12342 11026.4 9.24% 197548.3 0.52%
6/30/09 2 12764 10905.4 9.71% 198032.7 -1.11%
9/30/09 3 12896 10891.0 9.64% 198442.0 -0.13%
3/31/10 1 14874 11043.8 9.65% 198896.3 1.38%
6/30/10 2 15534 11098.8 9.61% 199311.7 0.50%
9/30/10 3 15394 11176.2 9.28% 199736.7 0.69%
12/31/10 4 15692 11312.9 9.65% 199440.0 1.21%
3/31/11 1 15017 11295.2 9.04% 199802.3 -0.16%
6/30/11 2 15658 11355.1 9.17% 200087.7 0.53%
9/30/11 3 15365 11362.0 8.41% 200225.7 0.06%
12/31/12 4 14314 11437.7 8.18% 201975.0 0.66%

Disposable Income

Date Income
4/1/47 1297.389
7/1/47 1330.650
10/1/47 1311.500
1/1/48 1337.346
4/1/48 1379.140
7/1/48 1401.680
10/1/48 1409.521
1/1/49 1381.840
4/1/49 1388.593
7/1/49 1397.454
10/1/49 1405.357
1/1/50 1513.748
4/1/50 1509.160
7/1/50 1528.085
10/1/50 1537.490
1/1/51 1539.262
4/1/51 1573.537
7/1/51 1591.399
10/1/51 1588.533
1/1/52 1587.714
4/1/52 1607.784
7/1/52 1640.181
10/1/52 1675.391
1/1/53 1695.775
4/1/53 1717.884
7/1/53 1709.703
10/1/53 1703.955
1/1/54 1712.685
4/1/54 1714.307
7/1/54 1732.491
10/1/54 1765.692
1/1/55 1794.461
4/1/55 1833.964
7/1/55 1867.718
10/1/55 1889.488
1/1/56 1908.957
4/1/56 1927.051
7/1/56 1936.904
10/1/56 1966.290
1/1/57 1972.132
4/1/57 1985.982
7/1/57 1996.780
10/1/57 1984.865
1/1/58 1969.849
4/1/58 1982.993
7/1/58 2022.925
10/1/58 2047.586
1/1/59 2065.016
4/1/59 2097.982
7/1/59 2095.120
10/1/59 2110.144
1/1/60 2135.238
4/1/60 2148.635
7/1/60 2152.356
10/1/60 2151.518
1/1/61 2172.363
4/1/61 2205.503
7/1/61 2234.815
10/1/61 2277.906
1/1/62 2299.653
4/1/62 2323.864
7/1/62 2336.029
10/1/62 2356.592
1/1/63 2376.762
4/1/63 2398.911
7/1/63 2425.356
10/1/63 2465.003
1/1/64 2513.370
4/1/64 2580.878
7/1/64 2614.217
10/1/64 2643.856
1/1/65 2674.964
4/1/65 2705.305
7/1/65 2779.451
10/1/65 2835.449
1/1/66 2863.540
4/1/66 2870.907
7/1/66 2905.938
10/1/66 2939.564
1/1/67 2983.437
4/1/67 3006.775
7/1/67 3035.087
10/1/67 3057.059
1/1/68 3109.332
4/1/68 3161.213
7/1/68 3168.870
10/1/68 3190.475
1/1/69 3197.022
4/1/69 3232.163
7/1/69 3300.615
10/1/69 3326.458
1/1/70 3358.951
4/1/70 3398.517
7/1/70 3451.660
10/1/70 3442.941
1/1/71 3511.986
4/1/71 3563.227
7/1/71 3582.192
10/1/71 3623.955
1/1/72 3640.627
4/1/72 3677.764
7/1/72 3748.494
10/1/72 3897.247
1/1/73 3924.912
4/1/73 3956.225
7/1/73 3973.401
10/1/73 4017.065
1/1/74 3950.863
4/1/74 3913.970
7/1/74 3917.747
10/1/74 3912.896
1/1/75 3906.525
4/1/75 4087.848
7/1/75 4028.445
10/1/75 4059.234
1/1/76 4106.855
4/1/76 4128.179
7/1/76 4158.585
10/1/76 4183.351
1/1/77 4182.065
4/1/77 4234.187
7/1/77 4298.960
10/1/77 4382.061
1/1/78 4413.034
4/1/78 4456.647
7/1/78 4488.809
10/1/78 4524.156
1/1/79 4572.250
4/1/79 4532.798
7/1/79 4554.249
10/1/79 4574.296
1/1/80 4589.782
4/1/80 4523.112
7/1/80 4578.310
10/1/80 4668.149
1/1/81 4655.623
4/1/81 4654.522
7/1/81 4749.775
10/1/81 4759.131
1/1/82 4764.829
4/1/82 4792.296
7/1/82 4817.994
10/1/82 4839.681
1/1/83 4881.255
4/1/83 4915.894
7/1/83 4990.052
10/1/83 5097.616
1/1/84 5201.785
4/1/84 5288.251
7/1/84 5360.803
10/1/84 5404.946
1/1/85 5392.014
4/1/85 5495.811
7/1/85 5477.363
10/1/85 5540.314
1/1/86 5609.368
4/1/86 5683.877
7/1/86 5724.107
10/1/86 5734.376
1/1/87 5781.630
4/1/87 5725.536
7/1/87 5829.572
10/1/87 5907.511
1/1/88 5993.682
4/1/88 6055.212
7/1/88 6113.536
10/1/88 6172.581
1/1/89 6248.817
4/1/89 6230.363
7/1/89 6272.845
10/1/89 6323.241
1/1/90 6376.468
3/30/90 6414.640
6/29/90 6417.037
9/28/90 6366.168
12/31/90 6379.730
3/29/91 6423.863
6/28/91 6447.210
9/30/91 6502.332
12/31/91 6641.922
3/31/92 6711.357
6/30/92 6740.671
9/30/92 6763.811
12/31/92 6801.742
3/31/93 6813.697
6/30/93 6817.701
9/30/93 6862.515
12/31/93 6910.602
3/31/94 6983.806
6/30/94 7025.314
9/30/94 7122.963
12/30/94 7190.901
3/31/95 7207.255
6/30/95 7271.651
9/29/95 7313.742
12/29/95 7383.717
3/31/96 7454.301
6/30/96 7513.727
9/30/96 7552.887
12/31/96 7628.691
3/31/97 7693.917
6/30/97 7785.460
9/30/97 7897.061
12/31/97 8065.328
3/31/98 8178.007
6/30/98 8261.362
9/30/98 8328.480
12/31/98 8403.080
3/31/99 8423.895
6/30/99 8480.303
9/30/99 8605.081
12/31/99 8774.569
3/31/00 8865.621
6/30/00 8969.157
9/30/00 8999.501
12/31/00 9076.223
3/31/01 9068.234
6/30/01 9282.636
9/30/01 9167.785
12/31/01 9390.812
3/31/02 9438.448
6/30/02 9426.253
9/30/02 9471.610
12/31/02 9498.000
3/31/03 9635.544
6/30/03 9793.433
9/30/03 9833.026
12/31/03 9904.677
3/31/04 10002.264
6/30/04 10054.941
9/30/04 10180.633
12/31/04 10082.492
3/31/05 10162.278
6/30/05 10214.447
9/30/05 10298.739
12/31/05 10533.962
3/31/06 10549.798
6/30/06 10579.888
9/30/06 10718.365
12/31/06 10788.663
3/31/07 10809.538
6/30/07 10837.871
9/30/07 10846.991
12/31/07 10925.264
3/31/08 11155.661
6/30/08 10899.245
9/30/08 10969.231
12/31/08 10948.502
3/31/09 11026.432
6/30/09 10905.429
9/30/09 10891.014
12/31/09 10902.018
3/31/10 11043.804
6/30/10 11098.757
9/30/10 11176.156
12/31/10 11312.927
3/31/11 11295.233
6/30/11 11355.094
9/30/11 11362.033
12/31/11 11547.786
3/31/12 11636.654
6/30/12 11630.759
9/30/12 11936.122
12/31/12 11437.747
3/31/13 11504.416
6/30/13 11571.732
9/30/13 11596.613
12/31/13 11720.446
3/31/14 11871.513
6/30/14 11995.295
9/30/14 12169.576
12/31/14 12297.642
3/31/15 12414.199
6/30/15 12470.797
9/30/15 12561.187
12/31/15 12567.688
3/31/16 12627.206
6/30/16 12649.232
9/30/16 12590.849
12/31/16 12680.434
3/31/17 12765.604
6/30/17 12780.616

Unemployment rate

Date Unemployment rate
1/1/55 5.61% 100 560%
4/1/55 4.58%
7/1/55 3.85%
10/1/55 3.73%
1/1/56 4.79%
4/1/56 4.39%
7/1/56 3.87%
10/1/56 3.71%
1/1/57 4.67%
4/1/57 4.22%
7/1/57 3.91%
10/1/57 4.47%
1/1/58 7.53%
4/1/58 7.56%
7/1/58 6.79%
10/1/58 5.73%
1/1/59 6.88%
4/1/59 5.22%
7/1/59 4.95%
10/1/59 5.10%
1/1/60 6.05%
4/1/60 5.38%
7/1/60 5.24%
10/1/60 5.79%
1/1/61 7.99%
4/1/61 7.06%
7/1/61 6.35%
10/1/61 5.68%
1/1/62 6.54%
4/1/62 5.54%
7/1/62 5.24%
10/1/62 5.07%
1/1/63 6.67%
4/1/63 5.84%
7/1/63 5.29%
10/1/63 5.15%
1/1/64 6.22%
4/1/64 5.41%
7/1/64 4.78%
10/1/64 4.58%
1/1/65 5.49%
4/1/65 4.84%
7/1/65 4.22%
10/1/65 3.78%
1/1/66 4.26%
4/1/66 4.05%
7/1/66 3.65%
10/1/66 3.37%
1/1/67 4.15%
4/1/67 3.81%
7/1/67 3.91%
10/1/67 3.69%
1/1/68 4.05%
4/1/68 3.56%
7/1/68 3.64%
10/1/68 3.19%
1/1/69 3.65%
4/1/69 3.47%
7/1/69 3.73%
10/1/69 3.39%
1/1/70 4.55%
4/1/70 4.75%
7/1/70 5.27%
10/1/70 5.47%
1/1/71 6.56%
4/1/71 5.92%
7/1/71 6.07%
10/1/71 5.62%
1/1/72 6.43%
4/1/72 5.68%
7/1/72 5.66%
10/1/72 4.99%
1/1/73 5.51%
4/1/73 4.92%
7/1/73 4.87%
10/1/73 4.50%
1/1/74 5.65%
4/1/74 5.18%
7/1/74 5.64%
10/1/74 6.24%
1/1/75 9.21%
4/1/75 8.76%
7/1/75 8.43%
10/1/75 7.85%
1/1/76 8.59%
4/1/76 7.45%
7/1/76 7.69%
10/1/76 7.41%
1/1/77 8.30%
4/1/77 7.01%
7/1/77 6.90%
10/1/77 6.32%
1/1/78 6.93%
4/1/78 5.90%
7/1/78 6.06%
10/1/78 5.65%
1/1/79 6.39%
4/1/79 5.68%
7/1/79 5.90%
10/1/79 5.73%
1/1/80 6.87%
4/1/80 7.30%
7/1/80 7.66%
10/1/80 7.20%
1/1/81 8.10%
4/1/81 7.40%
7/1/81 7.41%
10/1/81 8.06%
1/1/82 9.67%
4/1/82 9.49%
7/1/82 9.86%
7/1/83 9.25%
10/1/83 8.33%
1/1/84 8.58%
4/1/84 7.51%
7/1/84 7.39%
10/1/84 7.06%
1/1/85 7.92%
4/1/85 7.31%
7/1/85 7.16%
10/1/85 6.83%
1/1/86 7.64%
4/1/86 7.21%
7/1/86 6.93%
10/1/86 6.61%
1/1/87 7.24%
4/1/87 6.31%
7/1/87 5.97%
10/1/87 5.66%
1/1/88 6.26%
4/1/88 5.50%
7/1/88 5.45%
10/1/88 5.15%
1/1/89 5.70%
4/1/89 5.26%
7/1/89 5.25%
10/1/89 5.16%
1/1/90 5.84%
3/30/90 5.37%
6/29/90 5.62%
9/28/90 5.86%
12/31/90 7.27%
3/29/91 6.86%
6/28/91 6.76%
9/30/91 6.81%
12/31/91 8.16%
3/31/92 7.59%
6/30/92 7.56%
9/30/92 7.12%
12/31/92 7.86%
3/31/93 7.11%
6/30/93 6.78%
9/30/93 6.35%
12/31/93 7.19%
3/31/94 6.18%
6/30/94 5.98%
9/30/94 5.31%
12/30/94 5.97%
3/31/95 5.67%
6/30/95 5.66%
9/29/95 5.27%
12/29/95 6.08%
3/31/96 5.46%
6/30/96 5.28%
9/30/96 5.01%
12/31/96 5.74%
3/31/97 4.96%
6/30/97 4.88%
9/30/97 4.40%
12/31/97 5.11%
3/31/98 4.40%
6/30/98 4.55%
9/30/98 4.14%
12/31/98 4.69%
3/31/99 4.21%
6/30/99 4.26%
9/30/99 3.84%
12/31/99 4.41%
3/31/00 3.91%
6/30/00 4.05%
9/30/00 3.71%
12/31/00 4.64%
3/31/01 4.41%
6/30/01 4.82%
9/30/01 5.27%
12/31/01 6.26%
3/31/02 5.82%
6/30/02 5.72%
9/30/02 5.61%
12/31/02 6.40%
3/31/03 6.14%
6/30/03 6.10%
9/30/03 5.61%
12/31/03 6.17%
3/31/04 5.57%
6/30/04 5.46%
9/30/04 5.20%
12/31/04 5.70%
3/31/05 5.09%
6/30/05 5.02%
9/30/05 4.77%
12/31/05 5.10%
3/31/06 4.66%
6/30/06 4.71%
9/30/06 4.28%
12/31/06 4.87%
3/31/07 4.48%
6/30/07 4.72%
9/30/07 4.62%
12/31/07 5.33%
3/31/08 5.32%
6/30/08 6.09%
9/30/08 6.65%
12/31/08 8.92%
3/31/09 9.24%
6/30/09 9.71%
9/30/09 9.64%
3/31/10 9.65%
6/30/10 9.61%
9/30/10 9.28%
12/31/10 9.65%
3/31/11 9.04%
6/30/11 9.17%
9/30/11 8.41%
12/31/11 8.76%
3/31/12 8.11%
6/30/12 8.19%
9/30/12 7.61%
12/31/12 8.18%
3/31/13 7.51%
6/30/13 7.47%
9/30/13 6.78%
12/31/13 7.08%
3/31/14 6.15%
6/30/14 6.25%
9/30/14 5.54%
12/31/14 5.92%
3/31/15 5.40%
6/30/15 5.30%
9/30/15 4.90%
12/31/15 5.30%
3/31/16 4.80%
6/30/16 5.00%
9/30/16 4.60%
12/31/16 4.90%

population

Date Work population
1/1/55 95552
4/1/55 95863
7/1/55 96105
10/1/55 96297
1/1/56 96505
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