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Bayesian nonparametrics for causal inference and missing data

Language EnglishEnglish
Book Hardback
Book Bayesian nonparametrics for causal inference and missing data Daniels
Libristo code: 43238493
Publishers Taylor & Francis Ltd, August 2023
Bayesian nonparametric (BNP) methods can be used to flexibly model joint or conditional distribution... Full description
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Bayesian nonparametric (BNP) methods can be used to flexibly model joint or conditional distributions, as well as functional relationships. These methods, along with causal and/or missingness assumptions, can be used with the g-formula to infer causal effects.

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About the book

Full name Bayesian nonparametrics for causal inference and missing data
Author Daniels, Michael J. (University of Florida, Gainesville, USA), Antonio Linero, Jason Roy
Language English
Binding Book - Hardback
Date of issue 2023
Number of pages 252
EAN 9780367341008
Libristo code 43238493
Publishers Taylor & Francis Ltd
Weight 453
Dimensions 156 x 234

Categories

Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Business applications > Mathematical & statistical software
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