Statistics
General linguistic statistics introductions
Books
- Johnson (2008). Quantitative Methods in Linguistics
- Baayen (2008). Analyzing Linguistic Data, draft pdf
- Gries (2009). Statistics for Linguistics with R
Mixed effects modeling
Must-reads
- Baayen, R.H., Davidson, D.J., and Bates, D.M. (2008). Mixed-effects modeling with crossed random effects for subjects and items
- Barr, D.J., Levy, R., Scheepers, C., and Tily, H.J. (2013). Random effects structure for confirmatory hypothesis testing: Keep it maximal
- Barr, D.J. Coding categorical variables when analyzing factorial experiments with regression