Related Books
Language: en
Pages: 352
Pages: 352
Type: BOOK - Published: 2019-07-07 - Publisher: CRC Press
The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practic
Language: en
Pages: 585
Pages: 585
Type: BOOK - Published: 2021-01-26 - Publisher: Yale University Press
An accessible, contemporary introduction to the methods for determining cause and effect in the Social Sciences “Causation versus correlation has been the bas
Language: en
Pages: 248
Pages: 248
Type: BOOK - Published: 2021-11-10 - Publisher: CRC Press
One of the primary motivations for clinical trials and observational studies of humans is to infer cause and effect. Disentangling causation from confounding is
Language: en
Pages: 647
Pages: 647
Type: BOOK - Published: 2015-04-06 - Publisher: Cambridge University Press
This text presents statistical methods for studying causal effects and discusses how readers can assess such effects in simple randomized experiments.
Language: en
Pages: 289
Pages: 289
Type: BOOK - Published: 2017-11-29 - Publisher: MIT Press
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is