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Comparative Causal Effect Estimation and Robust Variance for Longitudinal Data Structures with Applications to Observational HIV Treatment

<p> This dissertation discusses the application and comparative performance of double robust estimators for estimating the intervention specific mean outcome in longitudinal settings with time-dependent confounding as well as the corresponding estimator variances. (Abstract shortened by ProQuest.) </p>

Identiferoai:union.ndltd.org:PROQUEST/oai:pqdtoai.proquest.com:10150887
Date02 September 2016
CreatorsTran, Linh Mai
PublisherUniversity of California, Berkeley
Source SetsProQuest.com
LanguageEnglish
Detected LanguageEnglish
Typethesis

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