Books on Statistics in R for behavioral data analysis

Question

Are there any statistics books geared towards teaching behavioral data analysis especially in psycholinguistics?

Answer 1

Just to add a few other options that I consider relevant:

-Longitudinal Data Analysis for the Behavioral Sciences Using R

-Behavioral Research Data Analysis with R

-Methods for the Behavioral, Educational, and Social Sciences: An R package (an interesting paper).

Answer 2

There are lots of resources out there for learning R and many of the general ones are useful for people in psychology.

For example, see the R contributed documentation: https://cran.r-project.org/other-docs.html

I really like the Quick-R site: https://www.statmethods.net/

That said, in terms of psychology-specific resources, check out:

• Personality Project R Guide: http://personality-project.org/r/psych/

In terms of books that are psychology specific, here are a couple:

• Learning Statistics with R: https://learningstatisticswithr.com/ This book is available for free online thanks to Danielle Navarro's use of a CC-BY-SA licence.
• Discovering Statistics Using R. If you like Andy Field's accessible style, then you'll like this book.