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Statistical Approaches to Causal Analysis
Language: en
Pages: 265
Authors: Matthew McBee
Categories: Psychology
Type: BOOK - Published: 2022-03 - Publisher: SAGE

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A practical, up-to-date, step-by-step guidance on causal analysis; which features worked example datasets throughout to see methods in action. McBee clearly dem
Statistical Models for Causal Analysis
Language: en
Pages: 274
Authors: Robert D. Retherford
Categories: Mathematics
Type: BOOK - Published: 2011-02-01 - Publisher: John Wiley & Sons

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Simplifies the treatment of statistical inference focusing on how to specify and interpret models in the context of testing causal theories. Simple bivariate re
Causal Inference in Statistics
Language: en
Pages: 162
Authors: Judea Pearl
Categories: Mathematics
Type: BOOK - Published: 2016-01-25 - Publisher: John Wiley & Sons

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CAUSAL INFERENCE IN STATISTICS A Primer Causality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we
Statistical Models and Causal Inference
Language: en
Pages: 416
Authors: David A. Freedman
Categories: Mathematics
Type: BOOK - Published: 2010 - Publisher: Cambridge University Press

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David A. Freedman presents a definitive synthesis of his approach to statistical modeling and causal inference in the social sciences.
Causal Inference in Statistics
Language: en
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Authors: Judea Pearl
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Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal for beginner