Principles of Statistical Analysis
eBook - PDF

Principles of Statistical Analysis

Learning from Randomized Experiments

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Principles of Statistical Analysis

Learning from Randomized Experiments

About this book

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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Table of contents

  1. Cover
  2. Half-title
  3. Endorsements
  4. Series information
  5. Title page
  6. Copyright information
  7. Dedication
  8. Epigraph
  9. Contents
  10. Preface
  11. Acknowledgements
  12. Part I Elements of Probability Theory
  13. Part II Practical Considerations
  14. Part III Elements of Statistical Inference
  15. References
  16. Index

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Yes, you can access Principles of Statistical Analysis by Ery Arias-Castro in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.