Regression and Other Stories

Regression and Other Stories
Author: Andrew Gelman
Publisher: Cambridge University Press
Total Pages: 551
Release: 2020-07-23
Genre: Business & Economics
ISBN: 110702398X

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A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.


Regression and Other Stories
Language: en
Pages: 551
Authors: Andrew Gelman
Categories: Business & Economics
Type: BOOK - Published: 2020-07-23 - Publisher: Cambridge University Press

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A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.
Regression and Other Stories
Language: en
Pages: 552
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2020-07-23 - Publisher: Cambridge University Press

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Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about
Data Analysis Using Regression and Multilevel/Hierarchical Models
Language: en
Pages: 654
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2007 - Publisher: Cambridge University Press

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This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.
Bayesian Data Analysis
Language: en
Pages: 663
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2013-11-27 - Publisher: CRC Press

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Winner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow in its third edition, this classic book is widely considered the leadi
Causal Inference
Language: en
Pages: 585
Authors: Scott Cunningham
Categories: Business & Economics
Type: BOOK - Published: 2021-01-26 - Publisher: Yale University Press

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An accessible, contemporary introduction to the methods for determining cause and effect in the social sciences "Causation versus correlation has been the basis