Skip to content

Latest commit

 

History

History
88 lines (81 loc) · 2.73 KB

tutorials.md

File metadata and controls

88 lines (81 loc) · 2.73 KB
layout title active
page
AB | R Tutorials
tutorials

PSYC 2305 R Video Tutorials

Note: The following tutorials were developed for use in PSYC 2305: Statistics for the Social and Behavioral Sciences at the University of Mary Hardin-Baylor

Click to download slides, to download R code.

Software Installations

  • R
    • Mac OS
    • Windows


- **RStudio** - Mac OS - Windows

Data Analyses

  • Descriptive Statistics
    • Measures of Central Tendency
    • Measures of Variability


- **Manipulating Data** - Indexing Data Frames - Summarizing data - Calculating Descriptive Statistics by Group

- **Visually Displaying Data:** - `ggplot2` - Customizing `ggplot2`

- **Tests of Hypotheses:** - Single-Sample *t*-Tests - Two-Sample *t*-Tests - Χ2 Analyses

- **Modeling and Predicting Outcomes:** - Correlation - Linear Regression - Analysis of Variance (ANOVA) - Multiple Regression

- **Basic Operations in R:** - Changing or Setting the Working Directory - Saving Plots and Figures - Saving **R** Scripts - Reading in Data - Loading Package Libraries

- **Embedding R Code and Compiling Documents in RStudio:** - Setting Up a Document Template - knitting HTML Documents