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20142023
most citedA Bayesian Approach to Restricted Latent Class Models for Scientifically-Structured Clustering of Multivariate Binary Outcomes

5 citations · 10 across the 13 of their papers we have counts for

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2 papers · 1 filter

stat.ME2023

Modeling Structure and Country-specific Heterogeneity in Misclassification Matrices of Verbal Autopsy-based Cause of Death Classifiers

Sandipan Pramanik, Scott Zeger, Dianna Blau +1

Verbal autopsy (VA) algorithms are routinely used to determine individual-level causes of death (COD) in many low-and-middle-income countries, which are then aggregated to derive p…

stat.ME2023

Causal Inference using Multivariate Generalized Linear Mixed-Effects Models with Longitudinal Data

Yizhen Xu, Jisoo Kim, Laura K. Hummers +2

Dynamic prediction of causal effects under different treatment regimes conditional on an individual's characteristics and longitudinal history is an essential problem in precision…