I would like recommendations on probability and statistics books that include proofs, not just tool using.
I already know descriptive and inferential statistics(hypothesis testing, anova, non-parametric tests and simple linear regression) but at a tool use level.
Atm I'm studying calculus III and I know many programming languages, including R. (I'm aware that this last part is probably not relevant.)