U.C. Berkeley Division of Biostatistics Working Paper Series
Most Popular Papers *
Estimating Effects on Rare Outcomes: Knowledge is Power
Laura B. Balzer and Mark J. van der Laan
An Application Of Machine Learning Methods To The Derivation Of Exposure-Response Curves For Respiratory Outcomes
Ekaterina Eliseeva, Alan E. Hubbard, and Ira B. Tager
Targeted Learning for Causality and Statistical Analysis in Medical Research
Sherri Rose, Richard J.C.M. Starmans, and Mark J. van der Laan
GLLAMM Manual
Sophia Rabe-Hesketh, Anders Skrondal, and Andrew Pickles
Optimal Spatial Prediction Using Ensemble Machine Learning
Molly M. Davies and Mark J. van der Laan
Causal Inference for Networks
Mark J. van der Laan
Computationally Efficient Confidence Intervals for Cross-validated Area Under the ROC Curve Estimates
Erin LeDell, Maya L. Petersen, and Mark J. van der Laan
Vertically Shifted Mixture Models for Clustering Longitudinal Data by Shape
Brianna C. Heggeseth and Nicholas P. Jewell
Targeted Data Adaptive Estimation of the Causal Dose Response Curve
Iván Díaz and Mark J. van der Laan
Statistical Inference when using Data Adaptive Estimators of Nuisance Parameters
Mark J. van der Laan
* Based on the average number of full-text downloads per day since the paper was posted.