# Intermediate Data Analysis With RStudio

- Pre-workshop activities: 15 min
- Introductory presentation: 15 min
- Hands-on activities: 50 min

## Why RStudio?

“RStudio is a free, open source software program for statistical analysis. Its interface is organized so that the you can clearly view graphs, data tables, R code, and output all at the same time. It also offers an Import-Wizard-like feature that allows users to import CSV, Excel, SPSS, and other file types into RStudio without having to write the code to do so.” - Kent State University Libraries

**Who is this workshop for?**: Users who are familiar with basic statistical concepts and basic R, covered in the Introduction to Data Analysis with RStudio workshops (https://bit.ly/dsc-rstudio2)

## Learning objectives

At the end of this workshop, you will be able to:

- Generate reports in .pdf, .docx, .html formats with RMarkdown
- Test for difference in means with t-tests and ANOVA
- Construct, interpret and assess linear regression models