Hypothesis Testing Linear Combination Regression Parameters Matrix Form

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In this video I cover hypothesis testing of a linear combination of regression parameters in the Matrix Formulation of the Linear Regression Model.

I talk about the derivation of the mean and variance of the linear combination of parameters and how we can arrive at a new test statistic that will still follow the t-distribution.

#MLR
#Regression
#Hypothesis

0:00 Revision
0:35 Introduction
04:40 Mean and Variance of the Linear Combination
06:44 Hypothesis Testing
09:15 Example problem
  1. Boer Commander
  2. Linear Combination Regression Parameters in Matrix Form
  3. Matrix Form Hypothesis Testing
  4. Linear Regression
  5. Linear Statistical Models
  6. Hypothesis Testing Multiple Linear Regression
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