Causal Inference in Statistics, Social, and Biomedical Sciences

Causal Inference in Statistics, Social, and Biomedical Sciences
Author: Guido W. Imbens
Publisher: Cambridge University Press
Total Pages: 647
Release: 2015-04-06
Genre: Business & Economics
ISBN: 0521885884


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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.


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.
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
Casual Inference for Statistics, Social and Biomedical Sciences
Language: en
Pages: 0
Authors: Guido W. Imbens
Categories:
Type: BOOK - Published: 2021 - Publisher:

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Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed
Explanation in Causal Inference
Language: en
Pages: 729
Authors: Tyler J. VanderWeele
Categories: Mathematics
Type: BOOK - Published: 2015 - Publisher: Oxford University Press, USA

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A comprehensive examination of methods for mediation and interaction, VanderWeele's book is the first to approach this topic from the perspective of causal infe
Causality
Language: en
Pages: 387
Authors: Carlo Berzuini
Categories: Mathematics
Type: BOOK - Published: 2012-06-04 - Publisher: John Wiley & Sons

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A state of the art volume on statistical causality Causality: Statistical Perspectives and Applications presents a wide-ranging collection of seminal contributi