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Causal Inference in Statistics
Language: en
Pages: 159
Authors: Judea Pearl
Categories: Mathematics
Type: BOOK - Published: 2016-02-03 - 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
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 bas
Causal Inference in Statistics, Social, and Biomedical Sciences
Language: en
Pages: 647
Authors: Guido W. Imbens
Categories: Business & Economics
Type: BOOK - Published: 2015-04-06 - Publisher: Cambridge University Press

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This text presents statistical methods for studying causal effects and discusses how readers can assess such effects in simple randomized experiments.
Causality
Language: en
Pages: 487
Authors: Judea Pearl
Categories: Computers
Type: BOOK - Published: 2009-09-14 - Publisher: Cambridge University Press

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Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi
Fundamentals of Causal Inference
Language: en
Pages: 249
Authors: Babette A. Brumback
Categories: Mathematics
Type: BOOK - Published: 2021-11-09 - Publisher: CRC Press

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"Overall, this textbook is a perfect guide for interested researchers and students who wish to understand the rationale and methods of causal inference. Each ch