Results: Linear Regression

Model: MODEL1

Dependent Variable: Global_Sales Global_Sales

The REG Procedure

MODEL1

Fit

Global_Sales

Number of Observations

Number of Observations Read 4560
Number of Observations Used 4560

Analysis of Variance

Analysis of Variance
Source DF Sum of
Squares		 Mean
Square		 F Value Pr > F
Model 3 2462.34695 820.78232 180.71 <.0001
Error 4556 20694 4.54207    
Corrected Total 4559 23156      

Fit Statistics

Root MSE 2.13121 R-Square 0.1063
Dependent Mean 0.91521 Adj R-Sq 0.1057
Coeff Var 232.86585    

Parameter Estimates

Parameter Estimates
Variable Label DF Parameter
Estimate		 Standard
Error		 t Value Pr > |t|
Intercept Intercept 1 -1.39682 0.18512 -7.55 <.0001
Critic_Score Critic_Score 1 0.03321 0.00296 11.21 <.0001
Critic_Count Critic_Count 1 0.02468 0.00175 14.11 <.0001
User_Score User_Score 1 -0.11589 0.02738 -4.23 <.0001

Model: MODEL1

Dependent Variable: Global_Sales Global_Sales

Observation-wise Statistics

Global_Sales

Diagnostic Plots

Observed by Predicted

Slope = 1 Y = 0
Scatter plot of observed by predicted values for Global_Sales.

Fit Diagnostics

Y = 0 Y = 2 Y = -2 X = 0.0018 Y = -2 Y = 2 Slope = 2.1305 Y = -6E-15 Slope = 1 Y = 0 Y = .00088 Residual = 84 Percent = 0 Residual = 80.348 Percent = 0 Residual = 80.348 Percent = 0 Residual = 79.891 Percent = 3E-304 Residual = 79.891 Percent = 3E-304 Residual = 79.435 Percent = 1E-300 Residual = 79.435 Percent = 1E-300 Residual = 78.978 Percent = 3E-297 Residual = 78.978 Percent = 3E-297 Residual = 78.522 Percent = 8E-294 Residual = 78.522 Percent = 8E-294 Residual = 78.065 Percent = 2E-290 Residual = 78.065 Percent = 2E-290 Residual = 77.609 Percent = 5E-287 Residual = 77.609 Percent = 5E-287 Residual = 77.152 Percent = 1E-283 Residual = 77.152 Percent = 1E-283 Residual = 76.696 Percent = 3E-280 Residual = 76.696 Percent = 3E-280 Residual = 76.239 Percent = 6E-277 Residual = 76.239 Percent = 6E-277 Residual = 75.783 Percent = 1E-273 Residual = 75.783 Percent = 1E-273 Residual = 75.326 Percent = 3E-270 Residual = 75.326 Percent = 3E-270 Residual = 74.87 Percent = 5E-267 Residual = 74.87 Percent = 5E-267 Residual = 74.413 Percent = 9E-264 Residual = 74.413 Percent = 9E-264 Residual = 73.956 Percent = 2E-260 Residual = 73.956 Percent = 2E-260 Residual = 73.5 Percent = 3E-257 Residual = 73.5 Percent = 3E-257 Residual = 73.043 Percent = 4E-254 Residual = 73.043 Percent = 4E-254 Residual = 72.587 Percent = 7E-251 Residual = 72.587 Percent = 7E-251 Residual = 72.13 Percent = 9E-248 Residual = 72.13 Percent = 9E-248 Residual = 71.674 Percent = 1E-244 Residual = 71.674 Percent = 1E-244 Residual = 71.217 Percent = 2E-241 Residual = 71.217 Percent = 2E-241 Residual = 70.761 Percent = 2E-238 Residual = 70.761 Percent = 2E-238 Residual = 70.304 Percent = 3E-235 Residual = 70.304 Percent = 3E-235 Residual = 69.848 Percent = 3E-232 Residual = 69.848 Percent = 3E-232 Residual = 69.391 Percent = 3E-229 Residual = 69.391 Percent = 3E-229 Residual = 68.935 Percent = 3E-226 Residual = 68.935 Percent = 3E-226 Residual = 68.478 Percent = 3E-223 Residual = 68.478 Percent = 3E-223 Residual = 68.022 Percent = 3E-220 Residual = 68.022 Percent = 3E-220 Residual = 67.565 Percent = 3E-217 Residual = 67.565 Percent = 3E-217 Residual = 67.109 Percent = 3E-214 Residual = 67.109 Percent = 3E-214 Residual = 66.652 Percent = 2E-211 Residual = 66.652 Percent = 2E-211 Residual = 66.196 Percent = 2E-208 Residual = 66.196 Percent = 2E-208 Residual = 65.739 Percent = 1E-205 Residual = 65.739 Percent = 1E-205 Residual = 65.283 Percent = 1E-202 Residual = 65.283 Percent = 1E-202 Residual = 64.826 Percent = 7E-200 Residual = 64.826 Percent = 7E-200 Residual = 64.37 Percent = 5E-197 Residual = 64.37 Percent = 5E-197 Residual = 63.913 Percent = 3E-194 Residual = 63.913 Percent = 3E-194 Residual = 63.456 Percent = 2E-191 Residual = 63.456 Percent = 2E-191 Residual = 63 Percent = 1E-188 Residual = 63 Percent = 1E-188 Residual = 62.543 Percent = 6E-186 Residual = 62.543 Percent = 6E-186 Residual = 62.087 Percent = 3E-183 Residual = 62.087 Percent = 3E-183 Residual = 61.63 Percent = 1E-180 Residual = 61.63 Percent = 1E-180 Residual = 61.174 Percent = 7E-178 Residual = 61.174 Percent = 7E-178 Residual = 60.717 Percent = 3E-175 Residual = 60.717 Percent = 3E-175 Residual = 60.261 Percent = 1E-172 Residual = 60.261 Percent = 1E-172 Residual = 59.804 Percent = 6E-170 Residual = 59.804 Percent = 6E-170 Residual = 59.348 Percent = 2E-167 Residual = 59.348 Percent = 2E-167 Residual = 58.891 Percent = 9E-165 Residual = 58.891 Percent = 9E-165 Residual = 58.435 Percent = 3E-162 Residual = 58.435 Percent = 3E-162 Residual = 57.978 Percent = 1E-159 Residual = 57.978 Percent = 1E-159 Residual = 57.522 Percent = 4E-157 Residual = 57.522 Percent = 4E-157 Residual = 57.065 Percent = 1E-154 Residual = 57.065 Percent = 1E-154 Residual = 56.609 Percent = 4E-152 Residual = 56.609 Percent = 4E-152 Residual = 56.152 Percent = 1E-149 Residual = 56.152 Percent = 1E-149 Residual = 55.696 Percent = 3E-147 Residual = 55.696 Percent = 3E-147 Residual = 55.239 Percent = 8E-145 Residual = 55.239 Percent = 8E-145 Residual = 54.783 Percent = 2E-142 Residual = 54.783 Percent = 2E-142 Residual = 54.326 Percent = 5E-140 Residual = 54.326 Percent = 5E-140 Residual = 53.869 Percent = 1E-137 Residual = 53.869 Percent = 1E-137 Residual = 53.413 Percent = 2E-135 Residual = 53.413 Percent = 2E-135 Residual = 52.956 Percent = 5E-133 Residual = 52.956 Percent = 5E-133 Residual = 52.5 Percent = 1E-130 Residual = 52.5 Percent = 1E-130 Residual = 52.043 Percent = 2E-128 Residual = 52.043 Percent = 2E-128 Residual = 51.587 Percent = 4E-126 Residual = 51.587 Percent = 4E-126 Residual = 51.13 Percent = 6E-124 Residual = 51.13 Percent = 6E-124 Residual = 50.674 Percent = 1E-121 Residual = 50.674 Percent = 1E-121 Residual = 50.217 Percent = 2E-119 Residual = 50.217 Percent = 2E-119 Residual = 49.761 Percent = 3E-117 Residual = 49.761 Percent = 3E-117 Residual = 49.304 Percent = 4E-115 Residual = 49.304 Percent = 4E-115 Residual = 48.848 Percent = 5E-113 Residual = 48.848 Percent = 5E-113 Residual = 48.391 Percent = 7E-111 Residual = 48.391 Percent = 7E-111 Residual = 47.935 Percent = 9E-109 Residual = 47.935 Percent = 9E-109 Residual = 47.478 Percent = 1E-106 Residual = 47.478 Percent = 1E-106 Residual = 47.022 Percent = 1E-104 Residual = 47.022 Percent = 1E-104 Residual = 46.565 Percent = 1E-102 Residual = 46.565 Percent = 1E-102 Residual = 46.109 Percent = 1E-100 Residual = 46.109 Percent = 1E-100 Residual = 45.652 Percent = 15E-99 Residual = 45.652 Percent = 15E-99 Residual = 45.196 Percent = 14E-97 Residual = 45.196 Percent = 14E-97 Residual = 44.739 Percent = 13E-95 Residual = 44.739 Percent = 13E-95 Residual = 44.283 Percent = 12E-93 Residual = 44.283 Percent = 12E-93 Residual = 43.826 Percent = 97E-92 Residual = 43.826 Percent = 97E-92 Residual = 43.369 Percent = 78E-90 Residual = 43.369 Percent = 78E-90 Residual = 42.913 Percent = 6E-87 Residual = 42.913 Percent = 6E-87 Residual = 42.456 Percent = 44E-86 Residual = 42.456 Percent = 44E-86 Residual = 42 Percent = 31E-84 Residual = 42 Percent = 31E-84 Residual = 41.543 Percent = 2E-81 Residual = 41.543 Percent = 2E-81 Residual = 41.087 Percent = 13E-80 Residual = 41.087 Percent = 13E-80 Residual = 40.63 Percent = 79E-79 Residual = 40.63 Percent = 79E-79 Residual = 40.174 Percent = 46E-77 Residual = 40.174 Percent = 46E-77 Residual = 39.717 Percent = 26E-75 Residual = 39.717 Percent = 26E-75 Residual = 39.261 Percent = 14E-73 Residual = 39.261 Percent = 14E-73 Residual = 38.804 Percent = 69E-72 Residual = 38.804 Percent = 69E-72 Residual = 38.348 Percent = 33E-70 Residual = 38.348 Percent = 33E-70 Residual = 37.891 Percent = 15E-68 Residual = 37.891 Percent = 15E-68 Residual = 37.435 Percent = 68E-67 Residual = 37.435 Percent = 68E-67 Residual = 36.978 Percent = 29E-65 Residual = 36.978 Percent = 29E-65 Residual = 36.522 Percent = 12E-63 Residual = 36.522 Percent = 12E-63 Residual = 36.065 Percent = 45E-62 Residual = 36.065 Percent = 45E-62 Residual = 35.609 Percent = 16E-60 Residual = 35.609 Percent = 16E-60 Residual = 35.152 Percent = 58E-59 Residual = 35.152 Percent = 58E-59 Residual = 34.696 Percent = 19E-57 Residual = 34.696 Percent = 19E-57 Residual = 34.239 Percent = 62E-56 Residual = 34.239 Percent = 62E-56 Residual = 33.782 Percent = 19E-54 Residual = 33.782 Percent = 19E-54 Residual = 33.326 Percent = 55E-53 Residual = 33.326 Percent = 55E-53 Residual = 32.869 Percent = 15E-51 Residual = 32.869 Percent = 15E-51 Residual = 32.413 Percent = 41E-50 Residual = 32.413 Percent = 41E-50 Residual = 31.956 Percent = 1E-47 Residual = 31.956 Percent = 1E-47 Residual = 31.5 Percent = 25E-47 Residual = 31.5 Percent = 25E-47 Residual = 31.043 Percent = 59E-46 Residual = 31.043 Percent = 59E-46 Residual = 30.587 Percent = 13E-44 Residual = 30.587 Percent = 13E-44 Residual = 30.13 Percent = 28E-43 Residual = 30.13 Percent = 28E-43 Residual = 29.674 Percent = 56E-42 Residual = 29.674 Percent = 56E-42 Residual = 29.217 Percent = 11E-40 Residual = 29.217 Percent = 11E-40 Residual = 28.761 Percent = 2E-38 Residual = 28.761 Percent = 2E-38 Residual = 28.304 Percent = 35E-38 Residual = 28.304 Percent = 35E-38 Residual = 27.848 Percent = 6E-36 Residual = 27.848 Percent = 6E-36 Residual = 27.391 Percent = 96E-36 Residual = 27.391 Percent = 96E-36 Residual = 26.935 Percent = 15E-34 Residual = 26.935 Percent = 15E-34 Residual = 26.478 Percent = 22E-33 Residual = 26.478 Percent = 22E-33 Residual = 26.022 Percent = 3E-31 Residual = 26.022 Percent = 3E-31 Residual = 25.565 Percent = 41E-31 Residual = 25.565 Percent = 41E-31 Residual = 25.109 Percent = 52E-30 Residual = 25.109 Percent = 52E-30 Residual = 24.652 Percent = 63E-29 Residual = 24.652 Percent = 63E-29 Residual = 24.196 Percent = 74E-28 Residual = 24.196 Percent = 74E-28 Residual = 23.739 Percent = 82E-27 Residual = 23.739 Percent = 82E-27 Residual = 23.282 Percent = 87E-26 Residual = 23.282 Percent = 87E-26 Residual = 22.826 Percent = 89E-25 Residual = 22.826 Percent = 89E-25 Residual = 22.369 Percent = 86E-24 Residual = 22.369 Percent = 86E-24 Residual = 21.913 Percent = 8E-22 Residual = 21.913 Percent = 8E-22 Residual = 21.456 Percent = 71E-22 Residual = 21.456 Percent = 71E-22 Residual = 21 Percent = 6E-20 Residual = 21 Percent = 6E-20 Residual = 20.543 Percent = 48E-20 Residual = 20.543 Percent = 48E-20 Residual = 20.087 Percent = 37E-19 Residual = 20.087 Percent = 37E-19 Residual = 19.63 Percent = 28E-18 Residual = 19.63 Percent = 28E-18 Residual = 19.174 Percent = 19E-17 Residual = 19.174 Percent = 19E-17 Residual = 18.717 Percent = 13E-16 Residual = 18.717 Percent = 13E-16 Residual = 18.261 Percent = 84E-16 Residual = 18.261 Percent = 84E-16 Residual = 17.804 Percent = 51E-15 Residual = 17.804 Percent = 51E-15 Residual = 17.348 Percent = 3E-13 Residual = 17.348 Percent = 3E-13 Residual = 16.891 Percent = 17E-13 Residual = 16.891 Percent = 17E-13 Residual = 16.435 Percent = 9E-12 Residual = 16.435 Percent = 9E-12 Residual = 15.978 Percent = 46E-12 Residual = 15.978 Percent = 46E-12 Residual = 15.522 Percent = 22E-11 Residual = 15.522 Percent = 22E-11 Residual = 15.065 Percent = 1E-9 Residual = 15.065 Percent = 1E-9 Residual = 14.609 Percent = 4.6E-9 Residual = 14.609 Percent = 4.6E-9 Residual = 14.152 Percent = 2E-8 Residual = 14.152 Percent = 2E-8 Residual = 13.695 Percent = 8E-8 Residual = 13.695 Percent = 8E-8 Residual = 13.239 Percent = 3.1E-7 Residual = 13.239 Percent = 3.1E-7 Residual = 12.782 Percent = 1.1E-6 Residual = 12.782 Percent = 1.1E-6 Residual = 12.326 Percent = 4E-6 Residual = 12.326 Percent = 4E-6 Residual = 11.869 Percent = 1.4E-5 Residual = 11.869 Percent = 1.4E-5 Residual = 11.413 Percent = 4.4E-5 Residual = 11.413 Percent = 4.4E-5 Residual = 10.956 Percent = .00014 Residual = 10.956 Percent = .00014 Residual = 10.5 Percent = 0.0004 Residual = 10.5 Percent = 0.0004 Residual = 10.043 Percent = 0.0011 Residual = 10.043 Percent = 0.0011 Residual = 9.5868 Percent = 0.003 Residual = 9.5868 Percent = 0.003 Residual = 9.1302 Percent = 0.0077 Residual = 9.1302 Percent = 0.0077 Residual = 8.6737 Percent = 0.0189 Residual = 8.6737 Percent = 0.0189 Residual = 8.2172 Percent = 0.0441 Residual = 8.2172 Percent = 0.0441 Residual = 7.7607 Percent = 0.0984 Residual = 7.7607 Percent = 0.0984 Residual = 7.3042 Percent = 0.21 Residual = 7.3042 Percent = 0.21 Residual = 6.8476 Percent = 0.4278 Residual = 6.8476 Percent = 0.4278 Residual = 6.3911 Percent = 0.8326 Residual = 6.3911 Percent = 0.8326 Residual = 5.9346 Percent = 1.5474 Residual = 5.9346 Percent = 1.5474 Residual = 5.4781 Percent = 2.747 Residual = 5.4781 Percent = 2.747 Residual = 5.0215 Percent = 4.6577 Residual = 5.0215 Percent = 4.6577 Residual = 4.565 Percent = 7.543 Residual = 4.565 Percent = 7.543 Residual = 4.1085 Percent = 11.667 Residual = 4.1085 Percent = 11.667 Residual = 3.652 Percent = 17.237 Residual = 3.652 Percent = 17.237 Residual = 3.1954 Percent = 24.322 Residual = 3.1954 Percent = 24.322 Residual = 2.7389 Percent = 32.78 Residual = 2.7389 Percent = 32.78 Residual = 1.8259 Percent = 51.88 Residual = 1.8259 Percent = 51.88 Residual = 1.3694 Percent = 60.923 Residual = 1.3694 Percent = 60.923 Residual = 0.9128 Percent = 68.332 Residual = 0.9128 Percent = 68.332 Residual = 0.4563 Percent = 73.202 Residual = 0.4563 Percent = 73.202 Residual = -6E-15 Percent = 74.901 Residual = -6E-15 Percent = 74.901 Residual = -0.457 Percent = 73.199 Residual = -0.457 Percent = 73.199 Residual = -0.913 Percent = 68.326 Residual = -0.913 Percent = 68.326 Residual = -1.37 Percent = 60.915 Residual = -1.37 Percent = 60.915 Residual = -2.739 Percent = 32.772 Residual = -2.739 Percent = 32.772 Residual = -3.196 Percent = 24.315 Residual = -3.196 Percent = 24.315 Residual = -3.652 Percent = 17.231 Residual = -3.652 Percent = 17.231 Residual = -4.109 Percent = 11.663 Residual = -4.109 Percent = 11.663 Residual = -4.565 Percent = 7.5397 Residual = -4.565 Percent = 7.5397 Residual = -5.022 Percent = 4.6555 Residual = -5.022 Percent = 4.6555 Residual = -5.478 Percent = 2.7456 Residual = -5.478 Percent = 2.7456 Residual = -5.935 Percent = 1.5466 Residual = -5.935 Percent = 1.5466 Residual = -6.392 Percent = 0.8321 Residual = 82 Percent = 0.0219 Residual = 82 Percent = 0.0219 Residual = 78 Percent = 0 Residual = 78 Percent = 0 Residual = 74 Percent = 0 Residual = 74 Percent = 0 Residual = 70 Percent = 0 Residual = 70 Percent = 0 Residual = 66 Percent = 0 Residual = 66 Percent = 0 Residual = 62 Percent = 0 Residual = 62 Percent = 0 Residual = 58 Percent = 0 Residual = 58 Percent = 0 Residual = 54 Percent = 0 Residual = 54 Percent = 0 Residual = 50 Percent = 0 Residual = 50 Percent = 0 Residual = 46 Percent = 0 Residual = 46 Percent = 0 Residual = 42 Percent = 0 Residual = 42 Percent = 0 Residual = 38 Percent = 0 Residual = 38 Percent = 0 Residual = 34 Percent = 0.0219 Residual = 34 Percent = 0.0219 Residual = 30 Percent = 0.0219 Residual = 30 Percent = 0.0219 Residual = 26 Percent = 0.0439 Residual = 26 Percent = 0.0439 Residual = 22 Percent = 0.0658 Residual = 22 Percent = 0.0658 Residual = 18 Percent = 0.0658 Residual = 18 Percent = 0.0658 Residual = 14 Percent = 0.0877 Residual = 14 Percent = 0.0877 Residual = 10 Percent = 0.5044 Residual = 10 Percent = 0.5044 Residual = 6 Percent = 1.2061 Residual = 6 Percent = 1.2061 Residual = 2 Percent = 33.026 Residual = 2 Percent = 33.026 Residual = -2 Percent = 64.934 Residual = -2 Percent = 64.934
Panel of fit diagnostics for Global_Sales.

Residual Plots

Panel 1

Y = 0 Y = 0 Y = 0
Panel of scatterplots of residuals by regressors for Global_Sales.