https://github.com/mbjoseph/biometry-linear-models

Slides and scripts for teaching linear models in R
https://github.com/mbjoseph/biometry-linear-models

linear-models linear-regression r rstats statistics

Last synced: about 21 hours ago
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Slides and scripts for teaching linear models in R

• Host: GitHub
• URL: https://github.com/mbjoseph/biometry-linear-models
• Owner: mbjoseph
• License: bsd-2-clause
• Created: 2017-03-07T21:59:29.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2019-10-31T20:06:25.000Z (about 5 years ago)
• Last Synced: 2024-11-11T04:46:36.268Z (about 2 months ago)
• Topics: linear-models, linear-regression, r, rstats, statistics
• Language: R
• Size: 5.37 MB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
#  Introduction to linear models

Maxwell B. Joseph

Slides and scripts for teaching linear models in R. 

This material was developed for guest lectures in Biometry at CU Boulder (EBIO 4410/5410) in spring 2017.

## Contents

1. Introduction to linear regression ([slides](https://github.com/mbjoseph/biometry-linear-models/blob/master/1-intro-regression/lm1.pdf))

2. Parameter uncertainty and model criticism for linear regression ([slides](https://github.com/mbjoseph/biometry-linear-models/blob/master/2-uncertainty-and-criticism/lm2.pdf))

3. Evaluating linear model assumptions ([slides](https://github.com/mbjoseph/biometry-linear-models/blob/master/3-model-checking/lm3.pdf))

4. Using information theory to evaluate models ([slides](https://github.com/mbjoseph/biometry-linear-models/blob/master/4-information-theory/lm4.pdf))