Question
As a business statistics project, a student examined the factors that determine parking meter rates throughout the campus and downtown area. The campus is a
As a business statistics project, a student examined the factors that determine parking meter rates throughout the campus and downtown area. The campus is a group of buildings located in the center of downtown, with an open central quadrangle. Data were collected for the price of parking per hour and the number of blocks to the quadrangle. In addition, two dummy variables were coded to indicate the location of the parking meter (See below). The population regression model hypothesized is
Yi= 0+ 1x1i+ 2x2i+ 3x3i+ ei
where
Y is the price per hour
x1is a numerical variable = the number of blocks to the quadrangle
(Note that if x1is less than 2, then the meter is on campus; if x1is less than 3, then the meter is downtown)
x2is a dummy variable = 1 if inside downtown and off campus, 0 otherwise
x3is a dummy variable = 1 if outside downtown and off campus, 0 otherwise
The following Excel results are obtained.
Regression Statistics
Multiple R 9.9659
R Square 0.9331
Adjusted R Square 0.9294
Standard Erro 0.0327
Observations 58
ANOVA df SS MS F Signif F
Regression 3 0.8094 0.2698 251.199 1.0964E-31
Residual 54 0.0580 0.0010
Total 57 0.8675
Coeff StdError t Stat P-value
Intercept 0.5118 0.0136 37.4675 2.4904
X1 -0.0045 0.0034 -1.3275 0.1898
X2 -0.2392 0.0123 -19.3942 5.3581E-26
X3 -0.0002 0.0123 -0.0214 0.9829
Referring to the tables, predict the meter rate per hour if one parks outside of downtown and off campus, 3 blocks from the quad.
Select one:
a.$-0.0139
b.$0.2589
c.$0.2604
d.$0.4981
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