U.C. Berkeley Division of Biostatistics Working Paper Series

Most Popular Papers*

PDF

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

PDF

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

PDF

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

PDF

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

PDF

Super Learner In Prediction
Eric C. Polley and Mark J. van der Laan

PDF

Causal Inference for Networks
Mark J. van der Laan

PDF

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

PDF

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

* Based on the average number of full-text downloads per day since the paper was posted.