van der Laan, Mark J.: search on 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

Year:

2014

Language:

english

File:

PDF, 1.61 MB

english, 2014

2

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

Year:

2004

Language:

english

File:

PDF, 472 KB

english, 2004

3

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

Year:

2020

Language:

english

File:

PDF, 2.36 MB

english, 2020

4

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

Year:

2012

Language:

english

File:

PDF, 833 KB

english, 2012

5

Causal Models and Learning from Data

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

Journal:

Year:

2014

Language:

english

File:

PDF, 659 KB

english, 2014

6

Nonparametric causal effects based on marginal structural models

Romain Neugebauer, Mark van der Laan

Journal:

Journal of Statistical Planning and Inference

Year:

2007

Language:

english

File:

PDF, 261 KB

english, 2007

7

Why prefer double robust estimators in causal inference?

Romain Neugebauer, Mark van der Laan

Journal:

Journal of Statistical Planning and Inference

Year:

2005

Language:

english

File:

PDF, 295 KB

english, 2005

8

Super Learner

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

Journal:

Statistical Applications in Genetics and Molecular Biology

Year:

2007

Language:

english

File:

PDF, 389 KB

english, 2007

9

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

van der Laan, Mark J., Rose, Sherri

Year:

2018

Language:

english

File:

PDF, 9.11 MB

english, 2018

10

[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

Year:

2018

Language:

english

File:

PDF, 189 KB

english, 2018

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

Year:

2013

File:

PDF, 111 KB

2013

12

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)

Year:

2018

Language:

english

File:

PDF, 1.15 MB

english, 2018

13

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

Year:

2013

Language:

english

File:

PDF, 192 KB

english, 2013

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

Year:

2004

Language:

english

File:

PDF, 843 KB

english, 2004

15

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

Year:

2002

Language:

english

File:

PDF, 111 KB

english, 2002

16

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

Year:

2004

Language:

english

File:

PDF, 498 KB

english, 2004

17

Targeted Data Adaptive Estimation of the Causal Dose–Response Curve

Díaz, Iván, van der Laan, Mark J.

Journal:

Journal of Causal Inference

Year:

2013

Language:

english

File:

PDF, 599 KB

english, 2013

18

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

Year:

2004

Language:

english

File:

PDF, 352 KB

english, 2004

19

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

Year:

2014

Language:

english

File:

PDF, 281 KB

english, 2014

20

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

Year:

2016

Language:

english

File:

PDF, 2.27 MB

english, 2016

21

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

Year:

2014

Language:

english

File:

PDF, 933 KB

english, 2014

22

Targeted maximum likelihood estimation in safety analysis

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

Journal:

Journal of Clinical Epidemiology

Year:

2013

Language:

english

File:

PDF, 338 KB

english, 2013

23

SAE Technical Paper Series [SAE International SAE 2004 World Congress & Exhibition - (MAR. 08, 2004)] SAE Technical Paper Series - Determination of Variator Robustness Under Macro Slip Conditions for a Push Belt CVT

van Drogen, Mark, van der Laan, Maaike

Year:

2004

Language:

english

File:

PDF, 1.06 MB

english, 2004

24

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)

Year:

2004

Language:

english

File:

PDF, 157 KB

english, 2004

25

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

Year:

2002

Language:

english

File:

PDF, 1.94 MB

english, 2002

26

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

Year:

2017

Language:

english

File:

PDF, 3.02 MB

english, 2017

27

Efficient Estimation in the Bivariate Censoring Model and Repairing NPMLE

Mark J. van der Laan

Journal:

The Annals of Statistics

Year:

1996

Language:

english

File:

PDF, 2.55 MB

english, 1996

28

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

Year:

2012

Language:

english

File:

PDF, 657 KB

english, 2012

29

[Springer Series in Statistics] Targeted Learning in Data Science || Highly Adaptive Lasso (HAL)

van der Laan, Mark J., Rose, Sherri

Year:

2018

Language:

english

File:

PDF, 870 KB

english, 2018

30

Super Learning: An Application to the Prediction of HIV-1 Drug Resistance

Sinisi, Sandra E., Polley, Eric C, Petersen, Maya L, Rhee, Soo-Yon, van der Laan, Mark J.

Journal:

Statistical Applications in Genetics and Molecular Biology

Year:

2007

Language:

english

File:

PDF, 361 KB

english, 2007

31

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

Year:

2017

Language:

english

File:

PDF, 2.41 MB

english, 2017

32

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:

Year:

2010

Language:

english

File:

PDF, 410 KB

english, 2010

33

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

Year:

2015

Language:

english

File:

PDF, 955 KB

english, 2015

34

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

Year:

2016

Language:

english

File:

PDF, 1.03 MB

english, 2016

35

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

Year:

2018

Language:

english

File:

PDF, 1.96 MB

english, 2018

36

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

Year:

2004

Language:

english

File:

PDF, 413 KB

english, 2004

37

Rapid, continuous additive manufacturing by volumetric polymerization inhibition patterning

de Beer, Martin P., van der Laan, Harry L., Cole, Megan A., Whelan, Riley J., Burns, Mark A., Scott, Timothy F.

Journal:

Science Advances

Year:

2019

Language:

english

File:

PDF, 4.26 MB

english, 2019

38

Nonparametric Estimation of the Bivariate Survival Function with Truncated Data

Mark J. van der Laan

Journal:

Journal of Multivariate Analysis

Year:

1996

Language:

english

File:

PDF, 766 KB

english, 1996

39

Identification of Requirements for Computer-Supported Matching of Food Consumption Data with Food Composition Data

Koroušić Seljak, Barbara, Korošec, Peter, Eftimov, Tome, Ocke, Marga, van der Laan, Jan, Roe, Mark, Berry, Rachel, Crispim, Sandra, Turrini, Aida, Krems, Carolin, Slimani, Nadia, Finglas, Paul

Journal:

Year:

2018

Language:

english

File:

PDF, 14.14 MB

english, 2018

40

A Doubly Robust Censoring Unbiased Transformation

Rubin, Daniel, van der Laan, Mark J.

Journal:

The International Journal of Biostatistics

Year:

2007

Language:

english

File:

PDF, 266 KB

english, 2007

41

Balancing Score Adjusted Targeted Minimum Loss-based Estimation

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

Journal:

Journal of Causal Inference

Year:

2015

Language:

german

File:

PDF, 10.37 MB

german, 2015

42

Use of a machine learning framework to predict substance use disorder treatment success

Acion, Laura, Kelmansky, Diana, van der Laan, Mark, Sahker, Ethan, Jones, DeShauna, Arndt, Stephan, Niaura, Raymond

Journal:

Year:

2017

Language:

english

File:

PDF, 972 KB

english, 2017

43

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

Year:

2006

Language:

english

File:

PDF, 213 KB

english, 2006

44

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

Year:

2009

Language:

english

File:

PDF, 397 KB

english, 2009

45

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

Year:

2015

Language:

english

File:

PDF, 300 KB

english, 2015

46

Propensity score prediction for electronic healthcare databases using super learner and high-dimensional propensity score methods

Ju, Cheng, Combs, Mary, Lendle, Samuel D., Franklin, Jessica M., Wyss, Richard, Schneeweiss, Sebastian, van der Laan, Mark J.

Journal:

Journal of Applied Statistics

Year:

2019

Language:

english

File:

PDF, 2.54 MB

english, 2019

47

Causal effects in longitudinal studies: Definition and maximum likelihood estimation

Romain Neugebauer, Mark J. van der Laan

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 225 KB

english, 2006

48

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:

Year:

2014

Language:

english

File:

PDF, 1.02 MB

english, 2014

49

Oracle inequalities for multi-fold cross validation

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

Journal:

Statistics & Decisions

Year:

2006

Language:

english

File:

PDF, 229 KB

english, 2006

50

[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

Year:

2016

Language:

english

File:

PDF, 241 KB

english, 2016

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