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
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
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
Sensitivity Analysis for Causal Inference Under Unmeasured Confounding and Measurement Error Problems
Iván Díaz and Mark J. van der Laan
The Statistics of Sensitivity Analyses
Alexander R. Luedtke, Ivan Diaz, and Mark J. van der Laan
tmle: An R Package for Targeted Maximum Likelihood Estimation
Susan Gruber and Mark J. van der Laan
* Based on the average number of full-text downloads per day since the paper was posted.