(A) Fully evaluate and interpret these empirical results on an overall basis using R', adjusted R', and F statistic. Colorful Tile, Inc., is a rapidly growing chain of ceramic tile outlets that caters to (B) Which regression analysis problem might apply to this regression estimate? Why? the do-it-yourself home remodeling market. In 2020, 33 stores were operated in small to medium-size metropolitan markets. An in-house study of sales by these outlets revealed the following (standard errors or standard deviations are in parentheses) (C) Which independent variables are statistically significant at the 95% confidence level? (D)Is quantity demanded sensitive to own price (P)? Q = 4 – 5P + 24 + 0.21 + 0.25HF (3) (1.8) (0.7) (0.1) (0.1) R? = 0.93, standard error of the estimate (SEE) = 6 (E) Austin, Texas, was a typical market covered by this analysis. During 2020 in the Austin market, price (P) was $5, advertising (4) was $30,000, income (I) was an average $55,000 per household, and the number of household formations (HF) was 4000. Calculate and interpret the relevant advertising point elasticity. Here, Q is tile sales (in thousands of cases), P is tile price (per case), A is advertising expenditures (in thousands of dollars), I is disposable income per household (in thousands of dollars), and HF is household formation (in hundreds). (F) Given the values of the independent variables in part E above, give a point estimate and an interval estimate of Q with 95% confidence level. (G)Assume that the preceding model and data are relevant for the coming period. Estimate the probability that the Austin store will make a profit during 2021 if total costs are projected to be $300000.

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter1: Functions
Section1.2: The Least Square Line
Problem 8E
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(A) Fully evaluate and interpret these empirical results on an overall basis using R2, adjusted
R?, and F statistic.
Colorful Tile, Inc., is a rapidly growing chain of ceramic tile outlets that caters to
(B) Which regression analysis problem might apply to this regression estimate? Why?
the do-it-yourself home remodeling market. In 2020, 33 stores were operated in small to
medium-size metropolitan markets. An in-house study of sales by these outlets revealed the
following (standard errors or standard deviations are in parentheses)
(C) Which independent variables are statistically significant at the 95% confidence level?
(D) Is quantity demanded sensitive to own price (P)?
Q = 4 – 5P + 2A + 0.21 + 0.25HF
(3) (1.8) (0.7) (0.1) (0.1)
R? = 0.93, standard error of the estimate (SEE) = 6
(E) Austin, Texas, was a typical market covered by this analysis. During 2020 in the Austin
market, price (P) was $5, advertising (A) was $30,000, income (I) was an average $55,000
per household, and the number of household formations (HF) was 4000. Calculate and
interpret the relevant advertising point elasticity.
Here, Q is tile sales (in thousands of cases), P is tile price (per case), A is advertising
expenditures (in thousands of dollars), I is disposable income per household (in thousands of
dollars), and HF is household formation (in hundreds).
(F) Given the values of the independent variables in part E above, give a point estimate and an
interval estimate of Q with 95% confidence level.
(G)Assume that the preceding model and data are relevant for the coming period. Estimate the
probability that the Austin store will make a profit during 2021 if total costs are projected
to be $300000.
Transcribed Image Text:(A) Fully evaluate and interpret these empirical results on an overall basis using R2, adjusted R?, and F statistic. Colorful Tile, Inc., is a rapidly growing chain of ceramic tile outlets that caters to (B) Which regression analysis problem might apply to this regression estimate? Why? the do-it-yourself home remodeling market. In 2020, 33 stores were operated in small to medium-size metropolitan markets. An in-house study of sales by these outlets revealed the following (standard errors or standard deviations are in parentheses) (C) Which independent variables are statistically significant at the 95% confidence level? (D) Is quantity demanded sensitive to own price (P)? Q = 4 – 5P + 2A + 0.21 + 0.25HF (3) (1.8) (0.7) (0.1) (0.1) R? = 0.93, standard error of the estimate (SEE) = 6 (E) Austin, Texas, was a typical market covered by this analysis. During 2020 in the Austin market, price (P) was $5, advertising (A) was $30,000, income (I) was an average $55,000 per household, and the number of household formations (HF) was 4000. Calculate and interpret the relevant advertising point elasticity. Here, Q is tile sales (in thousands of cases), P is tile price (per case), A is advertising expenditures (in thousands of dollars), I is disposable income per household (in thousands of dollars), and HF is household formation (in hundreds). (F) Given the values of the independent variables in part E above, give a point estimate and an interval estimate of Q with 95% confidence level. (G)Assume that the preceding model and data are relevant for the coming period. Estimate the probability that the Austin store will make a profit during 2021 if total costs are projected to be $300000.
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