Understanding Econometrics
Probability Statistics Linear Regression Advanced Econometrics [beta] Mathematical Methods [beta] Economics [beta] Random Slide About the Author

Linear Regression

  • Linear Regression Basics
  • Gauss-Markov For Simple Linear Regression
  • Other SLR Theorems
  • Multiple Linear Regression
  • Dummy Variables
  • Functional Form
  • Interpreting Coefficient Estimates
  • $R^2$ and Model Fit
  • Estimating Variance and Standard Errors [beta]
  • The $t$-test
  • The $F$-test [beta]
    • $F$-test for Overall Significance Of The Regression
    • $F$-test for Adding More Variables
    • General $F$-test for Linear Restrictions
    • $F$-test Worked Example
    • Sequential Regression
    • Joint vs Individual Significance
  • $F$-test for Overall Significance Of The Regression
  • $F$-test for Adding More Variables
  • General $F$-test for Linear Restrictions
  • $F$-test Worked Example
  • Sequential Regression
  • Joint vs Individual Significance
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