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Principles of Statistical Analysis

Principles of Statistical Analysis

Learning from Randomized Experiments

Ery Arias-Castro

Cambridge University Press
Publication date : 2022-08-25

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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.

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About the book

Author

Ery Arias-Castro

Imprint

Cambridge University Press

Collection

n.c

Publication date

2022-08-25

Pages

n.c

Print ISBN

9781108489676

Language

English

Ebook informations

EAN PDF

9781108805285

Price

£32.70

Copy count 0

Print count 0

File size 2191 Ko

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About author(s)

Ery Arias-Castro

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