Учебники

Литература

• Levshina, Natalia. 2015. How to do Linguistics with R. Info Companion web site

• Gries, Stefan Th. 2013. Statistics for Linguistics with R: A Practical Introduction. 2nd ed. Mouton de Gruyter. Info

• Gries, Stefan Th. 2009 (2nd ed.: 2017). Quantitative Corpus Linguistics with R. Routledge. Info 2nd ed.Companion web-page

• Baayen, Harald. 2008 (2nd ed.: 2014). Analyzing Linguistic Data: A Practical Introduction to Statistics using R. Cambridge University Press. Info Google books

• Oakes, Michael. 1998. Statistics for Corpus Linguistics. info

• Johnson, Keith. 2008. Quantitative Methods In Linguistics. info

• Cantos Gómez P. 2013. Statistical methods in language and linguistic research. Sheffield; Bristol. info

• Butler, Christopher S. 1995. Statistics in Linguistics. web-edition

Не только лингвистика

• Кричевец А.Н., Корнеев А.А., Рассказова Е.И. 2012. Математическая статистика для психологов. М.: Академия. содержание
• Agresti A., Finlay B. Statistical methods for the social sciences. London, Sidney, etc.: Pearson education international, 1997. on amazon
• Reid, Howard M. 2013. Introduction to Statistics: Fundamental Concepts and Procedures of Data Analysis. on amazon

R

• Quick-R
• https://ismayc.github.io/rbasics-book/index.html
• погуглить все, что нужно, с припиской R help

Отдельные темы

• Everitt. Brian. 2011. An Introduction to Applied Multivariate Analysis.
• Agresti, Alan. 2012. Categorical Data Analysis info
  

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• Agresti, Alan. 2015. Foundations of Linear and Generalized Linear Models info

• ANOVA & effect size (eta^2) paper

• Confidence Intervals for Effect Sizes: Applying Bootstrap Resampling paper
  
  
• Logit models sketch

Statistics at work

• Bod, Rens, Jennifer Hay & Stefanie Jannedy (eds.), Probabilistic Linguistics. mitpress
• Glynn, Dylan & Robinson, Justyna A. 2014. Corpus Methods for Semantics. Quantitative studies in polysemy and synonymy Google books
• Glynn, Dylan & Kerstin Fischer. 2010. Quantitative Methods in Cognitive Semantics: Corpus-driven Approaches. Google-books
• Janda, Laura A. (ed.). Cognitive linguistics: The quantitative turn. The essential reader. de Gruyter info Introduction
• Janda, Laura A. et al. 2013. Why Russian Aspectual Prefixes Aren't Empty: Prefixes as Verb Classifiers. Slavica. companion web-site
• Pijpops, Dirk, and Freek Van de Velde. 2015. Constructional contamination: How does it work and how do we measure it? pdf