The regression output shows the analysis of cholesterol levels based on age, sex, hours of exercise per week and diet preferences. There are three diet categories: vegan, vegetarian and traditional (which includes eating all types of plant and animal based products). D1 is 1 for those who are following a vegan diet, and 0 otherwise. D2 is 1 for those who are following a vegetarian diet, and 0 otherwise. Also note that the R square for this regression is 0.82. Intercept Age Male Exercise D1 D2 Coefficients Std. error t-stat 409.27 20.52 54.87 -5.90 -89.63 -45.05 Which of the following is NOT true? p-value 0.002 0.610 0.202 0.018 0.009 0.049 Every additional year of age increases cholesterol levels by 20.52 points, all else equal. On average, those who follow a vegetarian diet lower their cholesterol levels by 45.05 points compared to those who follow a traditional diet, all else equal. Every additional male increases the average cholesterol of the sample by 54.87, all else equal. On average, those who follow a vegan diet lower their cholesterol levels by 89.63 points compared to those who follow a traditional diet, all else equal.

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
14th Edition
ISBN:9781305506381
Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Publisher:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Chapter7: Production Economics
Section: Chapter Questions
Problem 1.3CE
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The regression output shows the analysis of cholesterol levels based on age, sex, hours of
exercise per week and diet preferences. There are three diet categories: vegan, vegetarian and
traditional (which includes eating all types of plant and animal based products).
D1 is 1 for those who are following a vegan diet, and 0 otherwise.
D2 is 1 for those who are following a vegetarian diet, and 0 otherwise.
Also note that the R square for this regression is 0.82.
Intercept
Age
Male
Exercise
D1
D2
Coefficients Std. error t-stat
409.27
20.52
54.87
-5.90
-89.63
-45.05
Which of the following is NOT true?
p-value
0.002
0.610
0.202
0.018
0.009
0.049
Every additional year of age increases cholesterol levels by 20.52 points, all else
equal.
On average, those who follow a vegetarian diet lower their cholesterol levels by
45.05 points compared to those who follow a traditional diet, all else equal.
Every additional male increases the average cholesterol of the sample by 54.87,
all else equal.
On average, those who follow a vegan diet lower their cholesterol levels by
89.63 points compared to those who follow a traditional diet, all else equal.
Transcribed Image Text:The regression output shows the analysis of cholesterol levels based on age, sex, hours of exercise per week and diet preferences. There are three diet categories: vegan, vegetarian and traditional (which includes eating all types of plant and animal based products). D1 is 1 for those who are following a vegan diet, and 0 otherwise. D2 is 1 for those who are following a vegetarian diet, and 0 otherwise. Also note that the R square for this regression is 0.82. Intercept Age Male Exercise D1 D2 Coefficients Std. error t-stat 409.27 20.52 54.87 -5.90 -89.63 -45.05 Which of the following is NOT true? p-value 0.002 0.610 0.202 0.018 0.009 0.049 Every additional year of age increases cholesterol levels by 20.52 points, all else equal. On average, those who follow a vegetarian diet lower their cholesterol levels by 45.05 points compared to those who follow a traditional diet, all else equal. Every additional male increases the average cholesterol of the sample by 54.87, all else equal. On average, those who follow a vegan diet lower their cholesterol levels by 89.63 points compared to those who follow a traditional diet, all else equal.
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