Principles of Statistical Analysis: Learning from...

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Mathematics - Mathematical Statistics
Principles of Statistical Analysis:...

Principles of Statistical Analysis: Learning from Randomized Experiments

Name: Principles of Statistical Analysis: Learning from Randomized Experiments
ISBN: 9781108779197

ERY ARIAS - CASTRO

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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.

Kategoriler:

Mathematics - Mathematical Statistics

Yıl:

2022

Yayımcı:

Cambridge University Press

Dil:

english

Sayfalar:

409

ISBN 10:

1108779190