Resources
Software Resources
JMP
- Powerful, user-friendly software for data analysis and visualization
- Free to download for CSU users
- JMP Help
SAS
- SAS on Demand for Academics is free cloud-based option for CSU users
- To inquire about SAS desktop pricing, contact doit-esa_software@colostate.edu
- https://support.sas.com/en/support-home.html
- UCLA Data Analysis Examples
- UCLA Annotated Output
SPSS
- To inquire about SPSS (and AMOS) pricing, contact doit-esa_software@colostate.edu
- UCLA Data Analysis Examples
- UCLA Annotated Output
Analysis Resources
Data Organization “Cheat Sheet”
Data Organization in Spreadsheets (Broman and Woo, 2017)
UCLA/IDRE offers detailed tutorials for a variety of analysis topics and software:
Extending the Linear Model with R (Faraway) covers generalized linear models (including logistic and count regression), mixed models (including repeated measures and longitudinal data), nonparametric regression and additive models. This is available as a free pdf.
Applied Predictive Modeling (Kuhn and Kell) is available as a full ebook from the CSU library.
An Introduction to Categorical Data Analysis (Agresti) is available as a full ebook from the CSU library. Chapter 6 covers ordinal and multinomial logistic regression.
Mixed-effects models in S and S-plus (Pinheiro and Bates) is available as a full ebook from the CSU library.
Generalized Linear Models with Examples in R (Dunn and Smyth) is available as a full ebook from the CSU library.
Handbook of Meta-analysis in Ecology and Evolution (Gurevitch, Koricheva, Mengersen) is available as a full ebook from the CSU library.
Model selection in ecology and evolution (Johnson and Omland, 2004)