One of the key tasks in metropolitan area transportation planning is to estimate the total number of trips made by households during a typical day. The dependent variable is the number of trips made by a household per day, known as the trip generation rate. One of the most important determinants of variations in household trip generation rates is household income. Consider a hypothetical city, values of the trip generation rates and household income are listed in the following table.    (a) Find the regression coefficients (the intercept and the slope coefficients). Interpret the meaning of the slope coefficient. (b) Write out the regression line formula. (c) Calculate the coefficient of determination for this problem.

MATLAB: An Introduction with Applications
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One of the key tasks in metropolitan area transportation planning is to estimate the total number of trips made by households during a typical day. The dependent variable is the number of trips made by a household per day, known as the trip generation rate. One of the most important determinants of variations in household trip generation rates is household income. Consider a hypothetical city, values of the trip generation rates and household income are listed in the following table. 

 

(a) Find the regression coefficients (the intercept and the slope coefficients). Interpret the meaning of the slope coefficient.
(b) Write out the regression line formula.
(c) Calculate the coefficient of determination for this problem.

Trips per household per day
Average household income ($x 1000)
3
30
36
33
4
27
6
42
7
48
9.
63
7
54
8
66
6.
51
Transcribed Image Text:Trips per household per day Average household income ($x 1000) 3 30 36 33 4 27 6 42 7 48 9. 63 7 54 8 66 6. 51
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