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

Description

<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>

Links & Downloads

1. http://pqdtopen.proquest.com/#viewpdf?dispub=10150887

Tags

Biostatistics

Additional Fields

Identifer	oai:union.ndltd.org:PROQUEST/oai:pqdtoai.proquest.com:10150887
Date	02 September 2016
Creators	Tran, Linh Mai
Publisher	University of California, Berkeley
Source Sets	ProQuest.com
Language	English
Detected Language	English
Type	thesis