TY  - BOOK
AU  - Arias-Castro,Ery
TI  - Principles of statistical analysis: learning from randomized experiments 
T2  - Institute of Mathematical Statistics textbooks
SN  - 9781108779197 (ebook)
AV  - QA276.12 .A75 2022
U1  - 519.5 23/eng20220722
PY  - 2022///
CY  - Cambridge, United Kingdom, New York, NY
PB  - Cambridge University Press
KW  - Mathematical statistics
KW  - Textbooks
N1  - Title from publisher's bibliographic system (viewed on 27 Jul 2022)
N2  - This compact course is written for the mathematically literate reader who wants to learn to analyze data in a principled fashion. The language of mathematics enables clear exposition that can go quite deep, quite quickly, and naturally supports an axiomatic and inductive approach to data analysis. Starting with a good grounding in probability, the reader moves to statistical inference via topics of great practical importance - simulation and sampling, as well as experimental design and data collection - that are typically displaced from introductory accounts. The core of the book then covers both standard methods and such advanced topics as multiple testing, meta-analysis, and causal inference
UR  - https://doi.org/10.1017/9781108779197
ER  -