Causal Inference for a Population of Causally Connected Units

by van der Laan Mark J.
Published 2014-03-01

Dimension reduction with gene expression data using targeted variable importance measurement

by Wang Hui, van der Laan Mark J
Published 2011-07-01

Semi-Parametric Estimation and Inference for the Mean Outcome of the Single Time-Point Intervention in a Causally Connected Population

by Sofrygin Oleg, van der Laan Mark J.
Published 2016-11-01

Targeted Data Adaptive Estimation of the Causal Dose–Response Curve

by Díaz Iván, van der Laan Mark J.
Published 2013-12-01

Targeted Learning of the Mean Outcome under an Optimal Dynamic Treatment Rule

by van der Laan Mark J., Luedtke Alexander R.
Published 2015-03-01

Estimating the Effect of a Community-Based Intervention with Two Communities

by van der Laan Mark J., Petersen Maya, Zheng Wenjing
Published 2013-05-01

Balancing Score Adjusted Targeted Minimum Loss-based Estimation

by Lendle Samuel David, Fireman Bruce, van der Laan Mark J.
Published 2015-09-01

Assumption Trade-Offs When Choosing Identification Strategies for Pre-Post Treatment Effect Estimation: An Illustration of a Community-Based Intervention in Madagascar

by Weber Ann M., van der Laan Mark J., Petersen Maya L.
Published 2015-03-01

Targeted Minimum Loss-Based Estimation of Causal Effects in Right-Censored Survival Data with Time-Dependent Covariates: Warfarin, Stroke, and Death in Atrial Fibrillation

by Brooks Jordan C., van der Laan Mark J., Singer Daniel E., Go Alan S.
Published 2013-11-01

Identification of the Joint Effect of a Dynamic Treatment Intervention and a Stochastic Monitoring Intervention Under the No Direct Effect Assumption

by Neugebauer Romain, Schmittdiel Julie A., Adams Alyce S., Grant Richard W., van der Laan Mark J.
Published 2017-01-01

Early prediction of median survival among a large AIDS surveillance cohort

by Ruiz Juan, Chen Mi, van der Laan Mark J, Hubbard Alan E, Enanoria Wayne TA, Colford John M
Published 2007-06-01