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Advanced Methods in Bayesian Variable Selection and Causal Inference
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Pages: 121
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Handbook of Bayesian Variable Selection
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Authors: Mahlet G. Tadesse
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Type: BOOK - Published: 2021-12-24 - Publisher: CRC Press

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Bayesian variable selection has experienced substantial developments over the past 30 years with the proliferation of large data sets. Identifying relevant vari
The SAGE Handbook of Regression Analysis and Causal Inference
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′The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articl
Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives
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Authors: Andrew Gelman
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Type: BOOK - Published: 2004-09-03 - Publisher: John Wiley & Sons

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This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, i
Bayesian Variable Selection and Post-selection Inference
Language: en
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Authors: Qiyiwen Zhang
Categories: Electronic dissertations
Type: BOOK - Published: 2020 - Publisher:

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In this dissertation, we first develop a novel perspective to compare Bayesian variable selection procedures in terms of their selection criteria as well as the