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stat.AP2020★ 1 cited
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…
stat.AP2020
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…
stat.AP2018
Identification of Spikes in Time Series
Dana E. Goin, Jennifer Ahern
Identification of unexpectedly high values in a time series is useful for epidemiologists, economists, and other social scientists interested in the effect of an exposure spike on…