van der Laan, Mark : rechercher sur Z-Library

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1

Causal Inference for a Population of Causally Connected Units

van der Laan, Mark J.

Journal:

Journal of Causal Inference

Année:

2014

Langue:

english

Fichier:

PDF, 1.61 MB

english, 2014

2

Causal inference in epidemiological studies with strong confounding

Kelly L. Moore, Romain Neugebauer, Mark J. van der Laan, Ira B. Tager

Journal:

Statistics in Medicine

Année:

2012

Langue:

english

Fichier:

PDF, 833 KB

english, 2012

3

To GEE or Not to GEE

Hubbard, Alan E., Ahern, Jennifer, Fleischer, Nancy L., Laan, Mark Van der, Lippman, Sheri A., Jewell, Nicholas, Bruckner, Tim, Satariano, William A.

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 410 KB

english, 2010

4

Deletion/Substitution/Addition Algorithm in Learning with Applications in Genomics

Sinisi, Sandra E, van der Laan, Mark J.

Journal:

Statistical Applications in Genetics and Molecular Biology

Année:

2004

Langue:

english

Fichier:

PDF, 472 KB

english, 2004

5

[Springer Series in Statistics] Targeted Learning in Data Science ||

van der Laan, Mark J., Rose, Sherri

Année:

2018

Langue:

english

Fichier:

PDF, 9.11 MB

english, 2018

6

Beyond Mechanical Recycling: Giving New Life to Plastic Waste

Vollmer, Ina, Jenks, Michael J. F., Roelands, Mark C. P., White, Robin J., van Harmelen, Toon, de Wild, Paul, van der Laan, Gerard P., Meirer, Florian, Keurentjes, Jos T. F., Weckhuysen, Bert Marc

Journal:

Angewandte Chemie

Année:

2020

Langue:

english

Fichier:

PDF, 2.36 MB

english, 2020

7

Why prefer double robust estimators in causal inference?

Romain Neugebauer, Mark van der Laan

Journal:

Journal of Statistical Planning and Inference

Année:

2005

Langue:

english

Fichier:

PDF, 295 KB

english, 2005

8

Nonparametric causal effects based on marginal structural models

Romain Neugebauer, Mark van der Laan

Journal:

Journal of Statistical Planning and Inference

Année:

2007

Langue:

english

Fichier:

PDF, 261 KB

english, 2007

9

Statistical estimation of parameters in a disease transmission model: analysis of a Cryptosporidium outbreak

M. Alan Brookhart, Alan E. Hubbard, Mark J. van der Laan, John M. Colford Jr, Joseph N. S. Eisenberg

Journal:

Statistics in Medicine

Année:

2002

Langue:

english

Fichier:

PDF, 111 KB

english, 2002

10

Causal Models and Learning from Data

Petersen, Maya L., van der Laan, Mark J.

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 659 KB

english, 2014

11

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

van der Laan, Mark J., Petersen, Maya, Zheng, Wenjing

Journal:

Journal of Causal Inference

Année:

2013

Fichier:

PDF, 111 KB

2013

12

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

Brooks, Jordan C., van der Laan, Mark J., Singer, Daniel E., Go, Alan S.

Journal:

Journal of Causal Inference

Année:

2013

Langue:

english

Fichier:

PDF, 192 KB

english, 2013

13

Multiple Testing. Part II. Step-Down Procedures for Control of the Family-Wise Error Rate

van der Laan, Mark J., Dudoit, Sandrine, Pollard, Katherine S.

Journal:

Statistical Applications in Genetics and Molecular Biology

Année:

2004

Langue:

english

Fichier:

PDF, 498 KB

english, 2004

14

Multiple Testing. Part I. Single-Step Procedures for Control of General Type I Error Rates

Dudoit, Sandrine, van der Laan, Mark J., Pollard, Katherine S.

Journal:

Statistical Applications in Genetics and Molecular Biology

Année:

2004

Langue:

english

Fichier:

PDF, 843 KB

english, 2004

15

Targeted Data Adaptive Estimation of the Causal Dose–Response Curve

Díaz, Iván, van der Laan, Mark J.

Journal:

Journal of Causal Inference

Année:

2013

Langue:

english

Fichier:

PDF, 599 KB

english, 2013

16

[Springer Series in Statistics] Targeted Learning in Data Science || The Predicament of Truth: On Statistics, Causality, Physics, and the Philosophy of Science

van der Laan, Mark J., Rose, Sherri

Année:

2018

Langue:

english

Fichier:

PDF, 189 KB

english, 2018

17

An omnibus non-parametric test of equality in distribution for unknown functions

Luedtke, Alex, Carone, Marco, van der Laan, Mark J.

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Année:

2018

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2018

18

Nonparametric Estimation of the Bivariate Survival Function with Truncated Data

Mark J. van der Laan

Journal:

Journal of Multivariate Analysis

Année:

1996

Langue:

english

Fichier:

PDF, 766 KB

english, 1996

19

Causal effects in longitudinal studies: Definition and maximum likelihood estimation

Romain Neugebauer, Mark J. van der Laan

Journal:

Computational Statistics & Data Analysis

Année:

2006

Langue:

english

Fichier:

PDF, 225 KB

english, 2006

20

G-computation estimation for causal inference with complex longitudinal data

Romain Neugebauer, Mark J. van der Laan

Journal:

Computational Statistics & Data Analysis

Année:

2006

Langue:

english

Fichier:

PDF, 484 KB

english, 2006

21

Tree-based multivariate regression and density estimation with right-censored data

Annette M. Molinaro, Sandrine Dudoit, Mark J. van der Laan

Journal:

Journal of Multivariate Analysis

Année:

2004

Langue:

english

Fichier:

PDF, 352 KB

english, 2004

22

Asymptotics of cross-validated risk estimation in estimator selection and performance assessment

Sandrine Dudoit, Mark J. van der Laan

Journal:

Statistical Methodology

Année:

2005

Langue:

english

Fichier:

PDF, 339 KB

english, 2005

23

Recurrent events analysis in the presence of time-dependent covariates and dependent censoring

Maja Miloslavsky, Sündüz Keleş, Mark J. van der Laan, Steve Butler

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Année:

2004

Langue:

english

Fichier:

PDF, 157 KB

english, 2004

24

[Springer Series in Statistics] Unified Methods for Censored Longitudinal Data and Causality || Introduction

van der Laan, Mark J., Robins, James M.

Année:

2003

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2003

25

[Springer Series in Statistics] Unified Methods for Censored Longitudinal Data and Causality || Monotone Censored Data

van der Laan, Mark J., Robins, James M.

Année:

2003

Langue:

english

Fichier:

PDF, 5.89 MB

english, 2003

26

Targeted maximum likelihood estimation in safety analysis

Lendle, Samuel D., Fireman, Bruce, van der Laan, Mark J.

Journal:

Journal of Clinical Epidemiology

Année:

2013

Langue:

english

Fichier:

PDF, 338 KB

english, 2013

27

Locally Efficient Estimation of a Multivariate Survival Function in Longitudinal Studies

Mark J. van der Laan, Alan E. Hubbard and James M. Robins

Journal:

Journal of the American Statistical Association

Année:

2002

Langue:

english

Fichier:

PDF, 1.94 MB

english, 2002

28

Psychotic symptoms, cognition and affect as predictors of psychosocial problems and functional change in first-episode psychosis

Stouten, Luyken H., Veling, Wim, Laan, Winfried, van der Helm, Mischa, van der Gaag, Mark

Journal:

Schizophrenia Research

Année:

2014

Langue:

english

Fichier:

PDF, 281 KB

english, 2014

29

Cell Therapy in Reperfused Acute Myocardial Infarction Does Not Improve the Recovery of Perfusion in the Infarcted Myocardium: A Cardiac MR Imaging Study

Robbers, Lourens F. H. J., Nijveldt, Robin, Beek, Aernout M., Hirsch, Alexander, van der Laan, Anja M., Delewi, Ronak, van der Vleuten, Pieter A., Tio, René A., Tijssen, Jan G. P., Hofman, Mark B. M.,

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2014

30

Augmentation Procedures for Control of the Generalized Family-Wise Error Rate and Tail Probabilities for the Proportion of False Positives

van der Laan, Mark J., Dudoit, Sandrine, Pollard, Katherine S.

Journal:

Statistical Applications in Genetics and Molecular Biology

Année:

2004

Langue:

english

Fichier:

PDF, 413 KB

english, 2004

31

Oracle inequalities for multi-fold cross validation

Vaart, Aad W. van der, Dudoit, Sandrine, Laan, Mark J. van der

Journal:

Statistics & Decisions

Année:

2006

Langue:

english

Fichier:

PDF, 229 KB

english, 2006

32

Super Learner

van der Laan, Mark J., Polley, Eric C, Hubbard, Alan E.

Journal:

Statistical Applications in Genetics and Molecular Biology

Année:

2007

Langue:

english

Fichier:

PDF, 389 KB

english, 2007

33

Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation

Rose, Sherri, van der Laan, Mark J.

Journal:

The International Journal of Biostatistics

Année:

2009

Langue:

english

Fichier:

PDF, 397 KB

english, 2009

34

Efficient Estimation in the Bivariate Censoring Model and Repairing NPMLE

Mark J. van der Laan

Journal:

The Annals of Statistics

Année:

1996

Langue:

english

Fichier:

PDF, 2.55 MB

english, 1996

35

An improved k - ϵ model applied to a wind turbine wake in atmospheric turbulence

van der Laan, M. Paul, Sørensen, Niels N., Réthoré, Pierre-Elouan, Mann, Jakob, Kelly, Mark C., Troldborg, Niels, Schepers, J. Gerard, Machefaux, Ewan

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2015

36

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

van der Laan, Mark J., Luedtke, Alexander R.

Journal:

Journal of Causal Inference

Année:

2015

Langue:

english

Fichier:

PDF, 955 KB

english, 2015

37

Assessing the Effectiveness of Antiretroviral Adherence Interventions

Petersen, Maya L, Wang, Yue, van der Laan, Mark J, Bangsberg, David R

Journal:

JAIDS Journal of Acquired Immune Deficiency Syndromes

Année:

2006

Langue:

english

Fichier:

PDF, 213 KB

english, 2006

38

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

Weber, Ann M., van der Laan, Mark J., Petersen, Maya L.

Journal:

Journal of Causal Inference

Année:

2015

Langue:

english

Fichier:

PDF, 300 KB

english, 2015

39

Balancing Score Adjusted Targeted Minimum Loss-based Estimation

Lendle, Samuel David, Fireman, Bruce, van der Laan, Mark J.

Journal:

Journal of Causal Inference

Année:

2015

Langue:

german

Fichier:

PDF, 10.37 MB

german, 2015

40

A Doubly Robust Censoring Unbiased Transformation

Rubin, Daniel, van der Laan, Mark J.

Journal:

The International Journal of Biostatistics

Année:

2007

Langue:

english

Fichier:

PDF, 266 KB

english, 2007

41

A new k-epsilon model consistent with Monin-Obukhov similarity theory

van der Laan, M. Paul, Kelly, Mark C., Sørensen, Niels N.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2017

42

[IEEE 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Montreal, QC, Canada (2016.10.17-2016.10.19)] 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - The Highly Adaptive Lasso Estimator

Benkeser, David, Van Der Laan, Mark

Année:

2016

Langue:

english

Fichier:

PDF, 241 KB

english, 2016

43

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

Neugebauer, Romain, Schmittdiel, Julie A., Adams, Alyce S., Grant, Richard W., van der Laan, Mark J.

Journal:

Journal of Causal Inference

Année:

2017

Langue:

english

Fichier:

PDF, 3.02 MB

english, 2017

44

Estimating Effects with Rare Outcomes and High Dimensional Covariates: Knowledge is Power

Balzer, Laura, Ahern, Jennifer, Galea, Sandro, van der Laan, Mark

Journal:

Epidemiologic Methods

Année:

2016

Langue:

english

Fichier:

PDF, 2.27 MB

english, 2016

45

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

Sofrygin, Oleg, van der Laan, Mark J.

Journal:

Journal of Causal Inference

Année:

2016

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2016

46

Online cross-validation-based ensemble learning

Benkeser, David, Ju, Cheng, Lendle, Sam, van der Laan, Mark

Journal:

Statistics in Medicine

Année:

2017

Langue:

english

Fichier:

PDF, 263 KB

english, 2017

47

A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis

Stitelman, Ori M., De Gruttola, Victor, van der Laan, Mark J.

Journal:

The International Journal of Biostatistics

Année:

2012

Langue:

english

Fichier:

PDF, 657 KB

english, 2012

48

Targeted Maximum Likelihood Estimation for Dynamic and Static Longitudinal Marginal Structural Working Models

Petersen, Maya, Schwab, Joshua, Gruber, Susan, Blaser, Nello, Schomaker, Michael, van der Laan, Mark

Journal:

Journal of Causal Inference

Année:

2014

Langue:

english

Fichier:

PDF, 933 KB

english, 2014

49

Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes

Zheng, Wenjing, van der Laan, Mark

Journal:

Journal of Causal Inference

Année:

2017

Langue:

english

Fichier:

PDF, 2.41 MB

english, 2017

50

The relative performance of ensemble methods with deep convolutional neural networks for image classification

Ju, Cheng, Bibaut, Aurélien, van der Laan, Mark

Journal:

Journal of Applied Statistics

Année:

2018

Langue:

english

Fichier:

PDF, 1.96 MB

english, 2018