Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Prove whether the ordinary Least-Squares estimators for the remaining regressors in the final model have a smaller variance than the respective ordinary least-squares estimators when

Prove whether the ordinary Least-Squares estimators for the remaining regressors in the final model have a smaller variance than the respective ordinary least-squares estimators when using the sum of squares to test whether x1 or x2 should be excluded and fitting the final regression model.

The original model y = B0 + B1x1 + B2x2 + , has a response variable y which is continuous, and regressor vector X = (x1, x2)Twith a mean vector of (x1, x2)Tand a positive definite variance-covariance matrix X. The random errors i are conditional on Xi, and are independent and normally distributed with mean zero and variance 2 which does not depend on X.

Answer with mathematical proof.

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Discrete Mathematics With Applications

Authors: Susanna S Epp

5th Edition

0357035283, 9780357035283

More Books

Students also viewed these Mathematics questions

Question

Describe the five steps in creating a cash budget.

Answered: 1 week ago

Question

2. Value-oriented information and

Answered: 1 week ago

Question

1. Empirical or factual information,

Answered: 1 week ago

Question

1. To take in the necessary information,

Answered: 1 week ago