18 citations · 48 across the 12 of their papers we have counts for
4 papers · 1 filter
Targeted Maximum Likelihood Estimation of Community-based Causal Effect of Community-Level Stochastic Interventions
Chi Zhang, Jennifer Ahern, Mark J. van der Laan
Unlike the commonly used parametric regression models such as mixed models, that can easily violate the required statistical assumptions and result in invalid statistical inference…
tmleCommunity: A R Package Implementing Target Maximum Likelihood Estimation for Community-level Data
Chi Zhang, Jennifer Ahern, Mark J. van der Laan +1
Over the past years, many applications aim to assess the causal effect of treatments assigned at the community level, while data are still collected at the individual level among i…
Statistical Analysis Plan for SEARCH Phase I: Health Outcomes among Adults
Laura B. Balzer, Diane V. Havlir, Joshua Schwab +2
This document provides the analytic plan for evaluating adult HIV incidence, health, and implementation outcomes for the first phase of the SEARCH Study. Locked: November 27, 2017.…
Multiple tests of association with biological annotation metadata
Sandrine Dudoit, Sündüz Keleş, Mark J. van der Laan
We propose a general and formal statistical framework for multiple tests of association between known fixed features of a genome and unknown parameters of the distribution of varia…