An excellent free book on statistics (or rather how not to use it)
Statistics Done Wrong — Statistics Done Wrong
The woefully complete guide¶. by Alex Reinhart. If you’re a practicing scientist, you probably use statistics to analyze your data. From basic t tests and standard error calculations to Cox proportional hazards models and geospatial kriging systems, we rely on statistics to give answers to …