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20232026
most citedA Double Machine Learning Approach for the Evaluation of COVID-19 Vaccine Effectiveness under the Test-Negative Design: Analysis of Québec Administrative Data

1 citations · 1 across the 6 of their papers we have counts for

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Showing 2024 · stat.MEShow all

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stat.ME2024

trajmsm: An R package for Trajectory Analysis and Causal Modeling

Awa Diop, Caroline Sirois, Jason R. Guertin +3

The R package trajmsm provides functions designed to simplify the estimation of the parameters of a model combining latent class growth analysis (LCGA), a trajectory analysis techn…

stat.ME2024

Adaptive sparsening and smoothing of the treatment model for longitudinal causal inference using outcome-adaptive LASSO and marginal fused LASSO

Mireille E Schnitzer, Denis Talbot, Yan Liu +5

Causal variable selection in time-varying treatment settings is challenging due to evolving confounding effects. Existing methods mainly focus on time-fixed exposures and are not d…