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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Online Cross-Validation-Based Ensemble Learning
David Benkeser, Samuel D. Lendle, Cheng Ju, and Mark J. van der Laan

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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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Doubly-robust Nonparametric Inference on the Average Treatment Effect
David Benkeser, Marco Carone, Mark J. van der Laan, and Peter Gilbert

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Causal Inference for Networks
Mark J. van der Laan

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Propensity score prediction for electronic healthcare dataset using Super Learner and High-dimensional Propensity Score Method
Cheng Ju, Mary Combs, Samuel D. Lendle, Jessica M. Franklin, Richard Wyss, Sebastian Schneeweiss, 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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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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Super Learner
Mark J. van der Laan, Eric C. Polley, and Alan E. Hubbard

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