wk10

profilekin2tu
Amazon_Week10_MAT5101.xlsx

Sheet1

Sales Income Year Sales (X) Income (Y)
0 -0.3 1995 0 -0.3
0.02 -5.7 1996 0.02 -5.7
0.15 -27.5 1997 0.15 -27.5
0.61 -124.5 1998 0.61 -124.5
1.64 -719.9 1999 1.64 -719.9
2.76 -1411.2 2000 2.76 -1411.2
3.12 -567.3 2001 3.12 -567.3
3.93 -149.1 2002 3.93 -149.1
5.26 35.3 2003 5.26 35.3
6.92 588.5 2004 6.92 588.5
8.49 359 2005 8.49 359
10.71 190 2006 10.71 190
14.84 476 2007 14.84 476
19.17 645 2008 19.17 645
24.51 902 2009 24.51 902
34.2 1150 2010 34.2 1150
48.08 631 2011 48.08 631
61.09 -39 2012 61.09 -39 SUMMARY OUTPUT
74.45 274 2013 74.45 274
88.99 -241 2014 88.99 -241 Regression Statistics
107.01 596 2015 107.01 596 Multiple R 0.2940977822 29%
R Square 0.0864935055 9%
Adjusted R Square 0.0384142163
Standard Error 569.1317742054
Observations 21
ANOVA
df SS MS F Significance F
Regression 1 582708.194873737 582708.194873737 1.7989763772 0.1956502894
Residual 19 6154308.55179293 323910.976410154
Total 20 6737016.74666667
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -7.6495190193 157.3631910602 -0.0486105993 0.9617369786 -337.0144631868 321.7154251482 -337.0144631868 321.7154251482
Sales (X) 5.2755885249 3.9333100761 1.3412592506 0.1956502894 -2.9569240779 13.5081011276 -2.9569240779 13.5081011276
Sales (X) Sales (x2) Income (Y)
0 0 -0.3
0.02 0.0004 -5.7
0.15 0.0225 -27.5
0.61 0.3721 -124.5
1.64 2.6896 -719.9
2.76 7.6176 -1411.2
3.12 9.7344 -567.3
3.93 15.4449 -149.1
5.26 27.6676 35.3
6.92 47.8864 588.5
8.49 72.0801 359
10.71 114.7041 190
14.84 220.2256 476
19.17 367.4889 645
24.51 600.7401 902
34.2 1169.64 1150
48.08 2311.6864 631
61.09 3731.9881 -39 SUMMARY OUTPUT
74.45 5542.8025 274
88.99 7919.2201 -241 Regression Statistics
107.01 11451.1401 596 Multiple R 0.509316216 51%
R Square 0.2594030079 26%
Adjusted R Square 0.1771144533
Standard Error 526.4880677206
Observations 21
ANOVA
df SS MS F Significance F
Regression 2 1747602.40852807 873801.204264037 3.1523582951 0.0670251037
Residual 18 4989414.33813859 277189.685452144
Total 20 6737016.74666667
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -189.1550305132 170.3833255083 -1.1101733691 0.2815355668 -547.1171143632 168.8070533368 -547.1171143632 168.8070533368
Sales (X) 30.6713882395 12.911473883 2.3755140983 0.028838109 3.5453881867 57.7973882924 3.5453881867 57.7973882924
Sales (x2) -0.2764199936 0.1348387573 -2.0500040129 0.0552203725 -0.5597057107 0.0068657235 -0.5597057107 0.0068657235

Income (Y)

y = 5.2756x - 7.6495 R² = 0.0865

0 0.02 0.15 0.61 1.64 2.76 3.12 3.93 5.26 6.92 8.49 10.71 14.84 19.170000000000002 24.51 34.200000000000003 48.08 61.09 74.45 88.99 107.01 -0.3 -5.7 -27.5 -124.5 -719.9 -1411.2 -567.29999999999995 -149.1 35.299999999999997 588.5 359 190 476 645 902 1150 631 -39 274 -241 596

Income (Y) 0 4.0000000000000002E-4 2.2499999999999999E-2 0.37209999999999999 2.6895999999999995 7.6175999999999986 9.7344000000000008 15.444900000000001 27.667599999999997 47.886400000000002 72.080100000000002 114.70410000000003 220.22559999999999 367.48890000000006 600.7401000000001 1169.6400000000001 2311.6864 3731.9881000000005 5542.8025000000007 7919.2200999999986 11451.140100000001 -0.3 -5.7 -27.5 -124.5 -719.9 -1411.2 -567.29999999999995 -149.1 35.299999999999997 588.5 359 190 476 645 902 1150 631 -39 274 -241 596