See also our page for Statistics and R and my R-language R-language Pinterest board

Amrhein V, Greenland S, MsShane B. 2019 Retire statistical significance. Nature 567, 305–307.(doi:10.1038/d41586-019-00857-9)

Baayen, R. H. (2008). Analyzing linguistic data. Cambridge, UK: Cambridge University Press

Brezina, V. (2018). Statistics in Corpus Linguistics: A Practical Guide. Cambridge: Cambridge University Press.

Crawley, M. J. (2012). The R book. Chichester, UK: John Wiley & Sons Ltd.

Cunnings, I. (2012). An overview of mixed-effects statistical models for second language researchers. Second Language Research 28 (3), 369–382.

Dalgaard, P. (2008). Introductory statistics with R. New York: Springer.

Field, A., Miles, J., Field, Z. (2012): Discovering statistics using R. London: Sage.

Gries, S. T. (2009). Quantitative corpus linguistics with R. A practical introduction. Oxford: Routledge.

Gries, S. T. (2013). Statistics for linguistics with R. A practical introduction (2nd revised ed.). Berlin – Boston: De Gruyter Mouton.

Harrington, J. (2010). Phonetic analysis of speech corpora. Oxford: Wiley-Blackwell.

Hatch, E. M., Lazaraton, A. & Jolliffe, D. A. (1991). The research manual: Design and statistics for applied linguistics. New York: Newbury House Publishers.

Johnson, K. (2009). Quantitative methods in linguistics. Oxford – New York: Wiley-Blackwell.

Levshina, N. (2015). How to do linguistics with R: Data exploration and statistical analysis. Amsterdam: John Benjamins Publishing Company.

Nicenboim, B. & Vasishth, S.(2016). Statistical methods for linguistic research: Foundational Ideas – Part II. University of Postdam

Podesva, R. J., & Sharma, D. (Eds.). (2014). Research methods in linguistics. Cambridge: Cambridge University Press. (in particular chapter 16)

R Core Team. (2013). R: A language and environment for statistical computing (version 3.0.2) [Computer Software]. Vienna: R Foundation for Statistical Computing. Retrieved from

Vasishth, S. & Nicenboim, B. (2016). Statistical methods for linguistic research: Foundational Ideas – Part I. University of Postdam

Winter, B. (2019). Statistics for Linguists: An Introduction Using R. New York: Routledge.

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