Some Statistical Software is available to UCR students. Statistical software resources have been compiled to below to include learning guides and tutorials.

## R

**Website: **http://www.r-project.org

Intro to R short courses:

- Video: R Tour for Beginners (3 minutes; looking at interface)
- Video: Introduction to R (20 minutes)
- An Introduction to R (from R Project)
- Various R Courses and Tutorials

### Online Resources

- Introduction to Statistical Computing (UCR course notes)
- Quick-R with Data Camp
- Simple Graphics in R
- Linear Regression with R
- ANOVA Using R
- Logistic Regression in R
- Linear Mixed Effects Models with R
- Course: Intermediate Topics in R
- lavaan tutorial (latent variable analysis)
- ggplot2 (more detailed R graphics) Cheat Sheet
- List of packages available in R

### Textbooks

*Learning R*by Richard Cotton*simpleR – Using R for Introductory Statistics*by John Verzani*The R Inferno*by Patrick Burns*R in Action*by Robert Kabacoff*R for Data Science*by Hadley Wickham & Garrett Grolemund*Advanced R*by Hadley Wickham*Text Mining with R*by Julia Silge & David Robinson*Hands-On Programming with R*by Garrett Grolemund*Efficient R Programming*by Colin Gillespie & Robin Lovelace*Linear Models with R*by Julian Faraway*Extending the Linear Model with R*by Julian Faraway*bookdown*by Yihui Xie (overview of RMarkdown, R’s interface with LaTeX)

## SAS

**Website:** http://www.sas.com/en_us/home.html/

### Online Resources

- Free SAS Tutorials
- Introduction to SAS
- Intermediate SAS
- Advanced Topics in SAS
- SAS/STAT(R) 9.2 User’s Guide
- Base SAS(R) 9.2 Procedures Guide
- Descriptive Statistics with SAS
- Structural Equation Modeling with SAS
- Linear Mixed Models with SAS
- Generalized Linear Mixed Models with SAS
- Survival Analysis with SAS
- Latent Class and Latent Transition Analysis with SAS
- Neural Networks in SAS
- Predictive Modeling Using SAS

### Textbooks

## Stata

**Website: **www.stata.com

**STATA YouTube Chanel**: www.youtube.com/user/statacorp

### Online Course

### Online Resources

- A list of resources listed in Stata’s website
- Resources provided by Institute for Digital Research and Education at UCLA
- Stata Tutorial from Princeton University
- Data Management in Stata
- Data Management and Reproducible Research with Stata
- Descriptive Statistics with Stata
- Stata Graphics
- Linear Regression in Stata
- Time Series in Stata
- Multilevel Mixed Models with Stata
- Forecasting in Stata

## SPSS

**Website: **http://www.ibm.com/software/analytics/spss/

### Online Course

### Online Resources

- Resources provided by Institute for Digital Research and Education at UCLA
- Basic Data Management in SPSS
- Creating Graphs in SPSS
- Factor Analysis in SPSS
- Linear Mixed-Effects Modeling in SPSS
- Generalized Linear Models in SPSS (downloads .doc file)
- Structural Equation Modeling with AMOS
- Linear Regression Analysis with SPSS
- Longitudinal Data Analysis with SPSS
- Survival Analysis Using SPSS
- Multiple Imputation with SPSS
- Neural Networks with SPSS

## Mplus

**Website: **https://www.statmodel.com/