This repository provides R Tutorials for Linear Regression Analysis in R/Rmd/PDF formats. The reference is Applied Linear Statistical Methods by Kutner, Chapter 1-9.
This tutorial is the material for the discussion sections of this class.
| Files (prefix) | Description |
|---|---|
| disc1_, Rbasics | Install R/RStudio, R basics, R markdown basics |
| disc2_ | Inference on Regression Coefficients |
| disc3_ | Confidence Intervals, Prediction Intervals |
| disc4_ | Analysis of Variance |
| disc5_ | Diagnostics and Remedial Measures |
| disc6_ | Simultaneous Inferences |
| disc7_ | Multiple Linear Regression |
| disc8_ | Variable Selection |
| disc9_ | Outlier detection |
| datasets | Datasets used in the tutorials, most are from textbook-data |