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Applied Statistical Analysis with R
Applied Statistical Analysis with R
  • Syllabus
  • Schedule
  • Lectures
  • Practice
  • Assignments
Overview
  • Lectures and Videos
The Basics
  • Install
  • RStudio
  • Loading Files
  • Objects
  • Indexing
  • Objects Pt. 2
  • Functions + Help
  • Packages
  • R & R
  • Stats & Plot
Tidyverse
  • Intro to Tidyverse
  • Dplyr
  • Tidyr
Data Viz
  • Intro to Data Viz
  • Customization
  • MultiPanel & Additions
  • Layers
Reproducibility
  • Intro to RMarkdown
  • Rmd Anatomy
  • Flexibility
Statistics
  • Comparing Means
  • Power+
  • Correlations
  • Regression
  • Mult Reg & Interactions
  • Debug & AI
Advanced Topics
  • For Loops
  • Functions
  • Simulation
  • Data Viz Theory

Regression

  • Videos
  • Slides

Videos

  • Regression

Slides

View all slides in new window Download PDF of all slides

  • Recap
  • Regression
  • Equation
  • OLS
  • Fit
  • Making Inferences
  • Code Tips

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