1 Consider an estimated linear regression model with a response Y and four predictors X1, X2, X3, and X4, based on a random sample of 25 sales agents of medical supplies in 3 regions of the province. Y is annual sales in 1000$, X1 in 100$, X2 in 100$, X3 in %, and X4 in 1000$. The regression results are given below. Intercept X1 X2 X3 X4 Coefficients -593.53745 2.51314 1.90595 2.65101 -0.12073 Standard Error Find the upper limit of the change in the mean response for a unit 259.19585 change in X2 with a 99% confidence level, assuming that the other predictors remain unchanged over the period 0.31428 0.74239 4.63566 0.37181

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
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Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
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Chapter4: Estimating Demand
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1 Consider an estimated linear regression model with a response Y and four predictors X1,
X2, X3, and X4, based on a random sample of 25 sales agents of medical supplies in 3
regions of the province. Y is annual sales in 1000$, X1 in 100$, X2 in 100$, X3 in %, and
X4 in 1000$. The regression results are given below.
Intercept
X1
X2
X3
X4
Coefficients
Standard Error
-593.53745 259.19585
2.51314
0.31428
1.90595
0.74239
2.65101
4.63566
-0.12073
0.37181
Find the upper limit of the change in the mean response for a unit
change in X2 with a 99% confidence level, assuming that the other
predictors remain unchanged over the period
Type your numerical answer here.
Numbers only
Transcribed Image Text:1 Consider an estimated linear regression model with a response Y and four predictors X1, X2, X3, and X4, based on a random sample of 25 sales agents of medical supplies in 3 regions of the province. Y is annual sales in 1000$, X1 in 100$, X2 in 100$, X3 in %, and X4 in 1000$. The regression results are given below. Intercept X1 X2 X3 X4 Coefficients Standard Error -593.53745 259.19585 2.51314 0.31428 1.90595 0.74239 2.65101 4.63566 -0.12073 0.37181 Find the upper limit of the change in the mean response for a unit change in X2 with a 99% confidence level, assuming that the other predictors remain unchanged over the period Type your numerical answer here. Numbers only
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