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Topics

This page contains both the slides and the online book of the course which have the same structure and cover the following topics:

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  • Introduction

  • Fitting polynomial models

  •  Data transformation

  • Diagnostic plots

  • Confidence interval and prediction interval

  • Model comparison

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​Useful R functions:

  • lm()

  • coef()

  • confint()

  • predict()

 

The course in slides and online book formats 

Slides
 
Materials are in the following formats:
  • PDF file of the slides.

  • PowerPoint file of the slides.

  • R programs with the examples presented  in the slides and online book.

Online book
 
The online book contains all the information presented in the slides and the R code to produce the output.
 
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