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Principles of Statistical Analysis : Learning from Randomized Experiments, Paperback by Arias-castro, Ery, ISBN 1108747442, ISBN-13 9781108747448, Brand New, Free shipping in the US
"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 th then covers both standard methods and such advanced topics as multiple testing, meta-analysis, and causal inference"--
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