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0 pointsayhanfuat10mo ago0 comments

Statistical Rethinking is quite good in explaining this stuff. https://xcelab.net/rm/

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Basically all of the Andrew Gelman books are also good.

Data Analysis... https://sites.stat.columbia.edu/gelman/arm/ Regression and Other Stories: https://avehtari.github.io/ROS-Examples/

Wasserman's All of Statistics is a really good introduction to mathematical statistics (the Gelman stuff above are more practically and analytically focused).

But yeah, it would probably be easier to find a good statistics course at a local university and try to audit it or do it at night.

j / k navigate · click thread line to collapse

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disgruntledphd210mo ago

Basically all of the Andrew Gelman books are also good.

Data Analysis... https://sites.stat.columbia.edu/gelman/arm/ Regression and Other Stories: https://avehtari.github.io/ROS-Examples/

Wasserman's All of Statistics is a really good introduction to mathematical statistics (the Gelman stuff above are more practically and analytically focused).

But yeah, it would probably be easier to find a good statistics course at a local university and try to audit it or do it at night.

j / k navigate · click thread line to collapse