Showing results (1-10 of 203) with videos related to
Sort By:
Pageof 21
The International Journal of Biostatistics|October 13, 2017
A Generally Efficient Targeted Minimum Loss Based Estimator based on the Highly Adaptive LassoMark van der LaanAmerican Journal of Epidemiology|February 4, 2014
A double robust approach to causal effects in case-control studiesSherri Rose, Mark van der LaanThe International Journal of Biostatistics|May 27, 2016
One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional SubmodelsMark van der Laan, Susan GruberObservational Studies|June 9, 2025
Commentary on ``Nonparametric identification is not enough, but randomized controlled trials are'': Statistical considerations for generating reliable evidence across a spectrum of studies that increasingly involve real-world elementsRachael Phillips, Mark van der LaanProceedings of the ... International Conference on Data Science and Advanced Analytics. IEEE International Conference on Data Science and Advanced Analytics|November 3, 2017
The Highly Adaptive Lasso EstimatorDavid Benkeser, Mark van der LaanJournal of Causal Inference|February 2, 2018
Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival OutcomesWenjing Zheng, Mark van der LaanThe International Journal of Biostatistics|August 11, 2020
Nonparametric bootstrap inference for the targeted highly adaptive least absolute shrinkage and selection operator (LASSO) estimatorWeixin Cai, Mark van der LaanBiometrics|October 8, 2011
Population intervention causal effects based on stochastic interventionsIván Díaz Muñoz, Mark van der LaanJournal of Open Source Software|July 3, 2023
CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in RDavid McCoy, Alan Hubbard, Mark Van der LaanJournal of Applied Statistics|October 22, 2019
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image ClassificationCheng Ju, Aurélien Bibaut, Mark van der LaanPageof 21