Course of study in statistics

Descrição
An opinionated list of statistics books in order. Probably a bit more overlapping than required, but I believe in reinforcement.
1
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
de David Salsburg
535 membros
13 resenhas
½ 3.6
Member
michelleqcy
Explicações
michelleqcy: Popular book about how statistics came to be and why they're important, for inspiration
2
Think Stats
de Allen B. Downey
178 membros
½ 3.4
Member
michelleqcy
Explicações
michelleqcy: Statistics from the bottom up, with Python. Available online at https://greenteapress.com/wp/think-stats-2e/
3
Statistical Rethinking: A Bayesian Course with Examples in R and Stan
de Richard McElreath
103 membros
2 resenhas
½ 4.4
Member
michelleqcy
Explicações
michelleqcy: Also statistics from the bottom up, but more advanced, and using Stan. His lectures are also available on YouTube.
4
Statistics
de David Freedman
378 membros
2 resenhas
½ 3.7
Member
michelleqcy
Explicações
michelleqcy: Probably the best traditional statistics textbook, with good examples.
5
Statistics Done Wrong: The Woefully Complete Guide
de Alex Reinhart
240 membros
9 resenhas
4.2
Member
michelleqcy
Explicações
michelleqcy: Cautionary tales in statistics
6
Regression and Other Stories (Analytical Methods for Social Research)
de Andrew Gelman
41 membros
1 resenha
4
Member
michelleqcy
Explicações
michelleqcy: How to actually do statistics under real-world conditions (probably not as real-world as one would want, but as close as we'll get in a textbook).