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Statistics

All of Statistics, Wasserman https://link.springer.com/book/10.1007/978-0-387-21736-9

Probability Theory As Extended Logic, Jaynes https://bayes.wustl.edu

Modern Statistics for Modern Biology, http://web.stanford.edu/class/bios221/book/

https://online.stat.psu.edu/stat415/lesson/7/7.5

Effect size, p-values etc

Using Effect Size—or Why the P Value Is Not Enough

Too Big to Fail: Large Samples and the P-Value Problem

https://statmodeling.stat.columbia.edu/2018/09/24/dont-calculate-post-hoc-power-using-observed-estimate-effect-size/