Most Recent Additions*

PDF

Feature Elimination in Support Vector Machines and Empirical Risk Minimization
Sayan Dasgupta, Yair Goldberg, and Michael R. Kosorok

PDF

Lepski's Method and Adaptive Estimation of Nonlinear Integral Functionals of Density
Rajarshi Mukherjee, Eric J. Tchetgen Tchetgen, and James M. Robins

PDF

On Simple Relations Between Difference-in-differences and Negative Outcome Control of Unobserved Confounding
Tamar Sofer, David B. Richardson, Elena Colincino, Joel Schwartz, and Eric J. Tchetgen Tchetgen

PDF

Computerizing Efficient Estimation of a Pathwise Differentiable Target Parameter
Mark J. van der Laan, Marco Carone, and Alexander R. Luedtke

PDF

Negative Outcome Control for Unobserved Confounding Under a Cox Proportional Hazards Model
Eric J. Tchetgen Tchetgen, Tamar Sofer, and David Richardson

PDF

Doubly Robust Estimation of a Marginal Average Effect of Treatment on the Treated With an Instrumental Variable
Lan Liu, Wang Miao, Baoluo Sun, James M. Robins, and Eric J. Tchetgen Tchetgen

PDF

Second Order Inference for the Mean of a Variable Missing at Random
Ivan Diaz, Marco Carone, and Mark J. van der Laan

PDF

Predicting Future Years of Life, Health, and Functional Ability: A Healthy Life Calculator for Older Adults
Paula Diehr, Michael Diehr, Alice M. Arnold, Laura Yee, Michelle C. Odden, Calvin H. Hirsch, Stephen Thielke, Bruce Psaty, W Craig Johnson, Jorge Kizer, and Anne B. Newman

PDF

Adaptive Pre-specification in Randomized Trials With and Without Pair-Matching
Laura B. Balzer, Mark J. van der Laan, and Maya L. Petersen

PDF

Stochastic Optimization via Forward Slice
Bob A. Salim and Lurdes Y. T. Inoue

*Updated as of 09/04/15.