Consider the multiple regression model with three independent variables, under the classical linear model assumptions MLR.1 through MLR.6: y = Bo + Bixi + Bzx2 + Bztz + u. You would like to test the null hypothesis H,: B1 – 3B2 = 1. (i) Let Bj and B denote the OLS estimators of ß1 and B,. Find Var(ß – 3B,) in terms of the vari- ances of Bj and Bz and the covariance between them. What is the standard error of Bi – 3B? |(ii) Write the t statistic for testing Họ: B1 – 3B2 = 1. |(iii) Define 0, = Bi – 3B2 and ô, = B1 – 3B. Write a regression equation involving Bo. 01. B2- and Bz that allows you to directly obtain ô, and its standard error.

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.EA: Extended Application Using Extrapolation To Predict Life Expectancy
Problem 5EA
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Consider the multiple regression model with three independent variables, under the classical linear
model assumptions MLR.1 through MLR.6:
y = Bo + Bixi + Bzx2 + Bztz + u.
You would like to test the null hypothesis H,: B1 – 3B2 = 1.
(i) Let Bj and B denote the OLS estimators of ß1 and B,. Find Var(ß – 3B,) in terms of the vari-
ances of Bj and Bz and the covariance between them. What is the standard error of Bi – 3B?
|(ii) Write the t statistic for testing Họ: B1 – 3B2 = 1.
|(iii) Define 0, = Bi – 3B2 and ô, = B1 – 3B. Write a regression equation involving Bo. 01. B2-
and Bz that allows you to directly obtain ô, and its standard error.
Transcribed Image Text:Consider the multiple regression model with three independent variables, under the classical linear model assumptions MLR.1 through MLR.6: y = Bo + Bixi + Bzx2 + Bztz + u. You would like to test the null hypothesis H,: B1 – 3B2 = 1. (i) Let Bj and B denote the OLS estimators of ß1 and B,. Find Var(ß – 3B,) in terms of the vari- ances of Bj and Bz and the covariance between them. What is the standard error of Bi – 3B? |(ii) Write the t statistic for testing Họ: B1 – 3B2 = 1. |(iii) Define 0, = Bi – 3B2 and ô, = B1 – 3B. Write a regression equation involving Bo. 01. B2- and Bz that allows you to directly obtain ô, and its standard error.
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