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Principles Of Statistical Analysis
Learning From Randomized Experiments
- Editore:
Cambridge University Press
- EAN:
9781108489676
- ISBN:
1108489672
- Pagine:
- 400
- Formato:
- Hardback
- Lingua:
- Inglese
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Descrizione Principles Of Statistical Analysis
"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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