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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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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Causal Inference for Networks
Mark J. van der Laan

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Evaluating the Impact of a HIV Low-Risk Express Care Task-Shifting Program: A Case Study of the Targeted Learning Roadmap
Linh Tran, Constantin T. Yiannoutsos, Beverly S. Musick, Kara K. Wools-Kaloustian, Abraham Siika, Sylvester Kimaiyo, Mark J. van der Laan, and Maya L. Petersen

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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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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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Super Learner
Mark J. van der Laan, Eric C. Polley, and Alan E. Hubbard

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