In: Statistics and Probability
The table shows the numbers of new-vehicle sales (in thousands) in the United States for Company A and Company B for 10 years. The equation of the regression line is ModifyingAbove y with caret equals 0.975 x plus 1 comma 259.19. Complete parts (a) and (b) below. New-vehicle sales left parenthesis Company Upper A right parenthesis comma x 4 comma 144 3 comma 880 3 comma 595 3 comma 443 3 comma 295 3 comma 110 2 comma 849 2 comma 489 1 comma 946 2 comma 086 New-vehicle sales left parenthesis Company Upper B right parenthesis comma y 4 comma 891 4 comma 836 4 comma 836 4 comma 701 4 comma 652 4 comma 469 4 comma 681 3 comma 832 2 comma 971 2 comma 779
(a) Find the coefficient of determination and interpret the result.
r^2=
(b) Find the standard error of estimate and interpret result.
Se=
SST=Syy= | 5,668,615.6000 | |
SSE =Syy-(Sxy)2/Sxx= | 1,020,557.5512 | |
SSR =(Sxy)2/Sxx = | 4,648,058.0488 |
a)
Coeffficient of determination R^2 =SSR/SST= | 0.82 |
b)
s2 =SSE/(n-2)= | 127569.6939 | |
std error σ = | =se =√s2= | 357.169 (please try 357.17 if required to 2 decimal places) |