Articles
Cross-Validated Bagged Prediction of Survival (with Sandra E. Sinisi and Mark J. van der Laan), Statistical Applications in Genetics and Molecular Biology (2007)
In this article, we show how to apply our previously proposed Deletion/Substitution/Addition algorithm in the...
Other
G-computation Estimation of Nonparametric Causal Effects on Time-Dependent Mean Outcomes in Longitudinal Studies (with Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2005)
Two approaches to Causal Inference based on Marginal Structural Models (MSM) have been proposed. They...
G-computation Estimation of Nonparametric Causal Effects on Time-Dependent Mean Outcomes in Longitudinal Studies (with Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2005)
Two approaches to Causal Inference based on Marginal Structural Models (MSM) have been proposed. They...
Causal Inference in Longitudinal Studies with History-Restricted Marginal Structural Models (with Mark J. van der Laan and Ira B. Tager), U.C. Berkeley Division of Biostatistics Working Paper Series (2005)
Causal Inference based on Marginal Structural Models (MSMs) is particularly attractive to subject-matter investigators because...
Causal Inference in Longitudinal Studies with History-Restricted Marginal Structural Models (with Mark J. van der Laan and Ira B. Tager), U.C. Berkeley Division of Biostatistics Working Paper Series (2005)
Causal Inference based on Marginal Structural Models (MSMs) is particularly attractive to subject-matter investigators because...
Comparison of the Inverse Probability of Treatment Weighted (IPTW) Estimator With a Naïve Estimator in the Analysis of Longitudinal Data With Time-Dependent Confounding: A Simulation Study (with Thaddeus Haight, Ira B. Tager, and Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2003)
A simulation study was conducted to compare estimates from a naïve estimator, using standard conditional...