causal inference

CICI

Causal Inference for Continuous Interventions

Recoverability of Causal Effects under Presence of Missing Data: a Longitudinal Case Study

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Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity

A Diagnostic to Find and Help Combat Stochastic Positivity Issues - with a Focus on Continuous Treatments

Addressing Positivity Violations in Continuous Interventions through Data-Adaptive Strategies

Guidelines and Best Practices for the Use of Targeted Maximum Likelihood and Machine Learning When Estimating Causal Effects of Exposures on Time-To-Event Outcomes

Causal Inference for Continuous Multiple Time Point Interventions

Determining Targets for Antiretroviral Drug Concentrations: a Causal Framework Illustrated with Pediatric Efavirenz Data from the CHAPAS-3 Trial

Is Same-Day Antiretroviral Therapy Initiation Beneficial? Methodological Aspects when Comparing Observational and Randomized Studies