U.C. Berkeley Division of Biostatistics Working Paper Series

Most Popular Papers *

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GLLAMM Manual
Sophia Rabe-Hesketh, Anders Skrondal, and Andrew Pickles

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Evaluation of Statistical Methods for Normalization and Differential Expression in mRNA-Seq Experiments
James H. Bullard, Elizabeth A. Purdom, Kasper D. Hansen, and Sandrine Dudoit

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Marginal Structural Models with Counterfactual Effect Modifiers
Wenjing Zheng, Zhehui Luo, and Mark J. van der Laan

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Targeted Estimation and Inference for the Sample Average Treatment Effect
Laura B. Balzer, Maya L. Petersen, and Mark J. van der Laan

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Causal Inference for Networks
Mark J. van der Laan

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The Statistics of Sensitivity Analyses
Alexander R. Luedtke, Ivan Diaz, and Mark J. van der Laan

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Readings in Targeted Maximum Likelihood Estimation
Mark J. van der Laan, Sherri Rose, and Susan Gruber

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Subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits
Stephanie Sapp, Mark J. van der Laan, and John Canny

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