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Bayesian Nonparametrics for Causal Inference and Missing Data Loot Price: R2,922
Discovery Miles 29 220
Repayment Terms: R274 pm x 12*
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Bayesian Nonparametrics for Causal Inference and Missing Data: Michael J. Daniels, Antonio Linero, Jason Roy

Bayesian Nonparametrics for Causal Inference and Missing Data

Michael J. Daniels, Antonio Linero, Jason Roy

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

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Loot Price R2,922 Discovery Miles 29 220 | Repayment Terms: R274 pm x 12*

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• Thorough discussion of both BNP and its interplay with causal inference and missing data • How to use BNP and g-computation for causal inference and nonignorable missingness • How to derive and calibrate sensitivity parameters to assess sensitivity to deviations from uncheckable causal and/or missingness assumptions • Detailed case studies illustrating the application of BNP methods to causal inference and missing data • R-code and/or packages to implement BNP in causal inference and missing data problems

General

Imprint: Crc Press
Country of origin: United Kingdom
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Release date: August 2023
First published: 2024
Authors: Michael J. Daniels • Antonio Linero • Jason Roy
Dimensions: 234 x 156mm (L x W)
Pages: 248
ISBN-13: 978-0-367-34100-8
Categories: Books
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LSN: 0-367-34100-X
Barcode: 9780367341008

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