Principles of Statistical Analysis
Learning from Randomized ExperimentsThis 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. ISBN: 9781108489676, 1108489672
