Multiple Regression Analysis

 

Simple Linear Regression 1

(least squares solution, R – square definition)

 

Simple Linear Regression 2

(standard error, confidence interval)

 

Bivariate Regression 1

(least squares estimate, std errors, confidence intervals,

model comparisons)

 

Bivariate Regression 2

(expected mean squares, assumptions of f-test,

adjusted R-square, cross-validation, BIC)

 

Three Variable Regression

(model comparisons)

 

Example References