Principles of Statistical Analysis: Learning from Randomized Experiments (Hardcover) (ISBN-13: 9781108489676)

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.

Author: Ery Arias-Castro
ISBN-10: 1108489672
ISBN-13: 9781108489676
Publisher: Cambridge University Press
Language: English
Published: 08/25/2022
Pages: 408
Format: Hardcover
Weight: 1.57lbs
Size: 9.00h x 6.00w x 0.94d