Linear Regression
Statistical Software Lab
Lab Links + Data Sets
Lab: R (Tidyverse) Lab: R (Base) Lab: Rguroo Lab: Jamovi Lab: JASP Lab: Python Lab: SAS Lab: Stata
R (Tidyverse), Useful Links
In these labs, we make use of R statistical software and the tidyverse packages.
- Lab Solutions -- Verified Teachers (while logged in), request access to lab solutions, in which case we'll grant access to the corresponding Github repo. Please include your Github account name/handle in your request.
- Videos showing how to install R and RStudio
- Download R
- Download RStudio, after you install R (optional)
- Access the markdown source files on GitHub
R (Base), Useful Links
The statistical software R is a widely used and stable software that is free. RStudio is a user-friendly interface for R.
Rguroo, Useful Links
Rguroo is a cloud-based point-and-click web-application statistical software. It facilitates the teaching of statistical concepts and helps students learn by providing them with easy-to-use Rguroo toolboxes that save time in calculations, graphics, and statistical analyses. Rguroo does not require any download or installation; all you need is Internet and a web-browser. For more information, please see rguroo.com
Jamovi, Useful Links
Jamovi is free and open source software for conducting statistical analysis. It is built on the programming language R, and allows for a variety of statistical analyses. For more information, please see jamovi.org
- Lab Solutions -- Verified Teachers (while logged in), request access to lab solutions, in which case we'll grant access to the corresponding Github repo. Please include your Github account name/handle in your request.
- Access the lab source files on GitHub
- Landing page for sequence of Jamovi labs
- Jamovi website
- Jamovi forum
JASP, Useful Links
JASP is free and open source software for conducting statistical analysis. It is built on the programming language R, and allows for a variety of statistical analyses. For more information, please see jasp-stats.org
- Lab Solutions -- Verified Teachers (while logged in), request access to lab solutions, in which case we'll grant access to the corresponding Github repo. Please include your Github account name/handle in your request.
- Access the lab source files on GitHub
- Landing page for sequence of JASP labs
- JASP website
- Jamovi forum and support
Python, Useful Links
Python is one of the leading softwares for data Science. These labs have been put together by Dr. Vural Aksakalli and Imran Ture.
SAS, Useful Links
SAS is an integrated software suite for advanced analytics, business intelligence, data management, and predictive analytics. The SAS University Edition provides free access to SAS statistical software, and includes a user-friendly interface that you can use to write and run SAS code through your web browser.
Stata, Useful Links
Stata versions of the OpenIntro labs have been developed by Jenna Krall.