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

Useful blogs

• HLP lab
• Dale Barr's blog