U.C. Berkeley Division of Biostatistics Working Paper Series
Most Popular Papers*
Targeted Maximum Likelihood Estimation: A Gentle Introduction
Susan Gruber and Mark J. van der Laan
Super Learner In Prediction
Eric C. Polley and Mark J. van der Laan
GLLAMM Manual
Sophia Rabe-Hesketh, Anders Skrondal, and Andrew Pickles
Super Learner
Mark J. van der Laan, Eric C. Polley, and Alan E. Hubbard
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
Targeted Maximum Likelihood Learning
Mark J. van der Laan and Daniel Rubin
A New Partitioning Around Medoids Algorithm
Mark J. van der Laan, Katherine S. Pollard, and Jennifer Bryan
Causal Inference for Networks
Mark J. van der Laan
Readings in Targeted Maximum Likelihood Estimation
Mark J. van der Laan, Sherri Rose, and Susan Gruber
Computationally Efficient Confidence Intervals for Cross-validated Area Under the ROC Curve Estimates
Erin LeDell, Maya L. Petersen, and Mark J. van der Laan
* Based on the average number of full-text downloads per day since the paper was posted.