The International Journal of Biostatistics

Ed. by Chambaz, Antoine / Hubbard, Alan E. / van der Laan, Mark J.

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ISSN: 1557-4679

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Sample Size Estimation for Repeated Measures Analysis in Randomized Clinical Trials with Missing Data by Lu, Kaifeng/ Luo, Xiaohui and Chen, Pei-Yun
Collaborative Double Robust Targeted Maximum Likelihood Estimation by van der Laan, Mark J. and Gruber, Susan
An Introduction to Causal Inference by Pearl, Judea
Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure by Hothorn, Ludwig A/ Sill, Martin and Schaarschmidt, Frank
Inference in Epidemic Models without Likelihoods by McKinley, Trevelyan/ Cook, Alex R and Deardon, Robert
Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach by Radice, Rosalba/ Ramsahai, Roland/ Grieve, Richard/ Kreif, Noemi/ Sadique, Zia and Sekhon, Jasjeet S.
Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures by Austin, Peter C
Survival Curve Estimation with Dependent Left Truncated Data Using Cox's Model by Mackenzie, Todd
Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction by Jackson, Christopher H/ Sharples, Linda D and Thompson, Simon G
Projecting Cancer Incidence using Age-period-cohort Models Incorporating Restricted Cubic Splines by Rutherford, Mark J./ Thompson, John R. and Lambert, Paul C.
Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions by van der Laan, Mark J. and Gruber, Susan
Mixed-Effects Joint Models with Skew-Normal Distribution for HIV Dynamic Response with Missing and Mismeasured Time-Varying Covariate by Huang, Yangxin/ Chen, Jiaqing and Yan, Chunning
An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics by Gruber, Susan and van der Laan, Mark J.
A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies by Choudhary, Pankaj K
Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content by Orellana, Liliana/ Rotnitzky, Andrea and Robins, James M.
Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters by Donner, Allan and Rotondi, Michael A
Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies by Dagne, Getachew and Huang, Yangxin
Estimation and Asymptotic Theory for Transition Probabilities in Markov Renewal Multi-State Models by Spitoni, Cristian/ Verduijn, Marion and Putter, Hein
Comparing Approaches to Causal Inference for Longitudinal Data: Inverse Probability Weighting versus Propensity Scores by Ertefaie, Ashkan and Stephens, David A
A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis by Stitelman, Ori M./ De Gruttola, Victor and van der Laan, Mark J.
Most Downloaded Articles

Submission of Manuscripts

Volume 12, Issue 1 (May 2016)

Special Issue: Data-Adaptive Inference

Frontmatter

Page i

Published Online: 05/26/2016

Editorial

Special Issue on Data-Adaptive Statistical Inference

Chambaz, Antoine / Hubbard, Alan / van der Laan, Mark J.

Page 1

Published Online: 05/26/2016

Research Articles

Statistical Inference for Data Adaptive Target Parameters

Hubbard, Alan E. / Kherad-Pajouh, Sara / van der Laan, Mark J.

Page 3

Published Online: 05/26/2016

Evaluations of the Optimal Discovery Procedure for Multiple Testing

Rubin, Daniel B.

Page 21

Published Online: 05/26/2016

Addressing Confounding in Predictive Models with an Application to Neuroimaging

Linn, Kristin A. / Gaonkar, Bilwaj / Doshi, Jimit / Davatzikos, Christos / Shinohara, Russell T.

Page 31

Published Online: 12/08/2015

Model-Based Recursive Partitioning for Subgroup Analyses

Seibold, Heidi / Zeileis, Achim / Hothorn, Torsten

Page 45

Published Online: 05/26/2016

The Orthogonally Partitioned EM Algorithm: Extending the EM Algorithm for Algorithmic Stability and Bias Correction Due to Imperfect Data

Regier, Michael D. / Moodie, Erica E. M.

Page 65

Published Online: 05/26/2016

A Sequential Rejection Testing Method for High-Dimensional Regression with Correlated Variables

Mandozzi, Jacopo / Bühlmann, Peter

Page 79

Published Online: 05/26/2016

Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference

Schnitzer, Mireille E. / Lok, Judith J. / Gruber, Susan

Page 97

Published Online: 07/30/2015

Testing the Relative Performance of Data Adaptive Prediction Algorithms: A Generalized Test of Conditional Risk Differences

Goldstein, Benjamin A. / Polley, Eric C. / Briggs, Farren B. S. / van der Laan, Mark J. / Hubbard, Alan

Page 117

Published Online: 11/03/2015

A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators

Neugebauer, Romain / Schmittdiel, Julie A. / van der Laan, Mark J.

Page 131

Published Online: 05/26/2016

Influence Re-weighted G-Estimation

Rich, Benjamin / Moodie, Erica E. M. / A. Stephens, David

Page 157

Published Online: 08/04/2015

Optimal Spatial Prediction Using Ensemble Machine Learning

Davies, Molly Margaret / van der Laan, Mark J.

Page 179

Published Online: 04/29/2016

AUC-Maximizing Ensembles through Metalearning

LeDell, Erin / van der Laan, Mark J. / Petersen, Maya

Page 203

Published Online: 05/26/2016

Selection Bias When Using Instrumental Variable Methods to Compare Two Treatments But More Than Two Treatments Are Available

Ertefaie, Ashkan / Small, Dylan / Flory, James / Hennessy, Sean

Page 219

Published Online: 05/26/2016

Doubly Robust and Efficient Estimation of Marginal Structural Models for the Hazard Function

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

Page 233

Published Online: 05/26/2016

Data-Adaptive Bias-Reduced Doubly Robust Estimation

Vermeulen, Karel / Vansteelandt, Stijn

Page 253

Published Online: 05/26/2016

Optimal Individualized Treatments in Resource-Limited Settings

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

Page 283

Published Online: 05/26/2016

Super-Learning of an Optimal Dynamic Treatment Rule

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

Page 305

Published Online: 05/26/2016

Second-Order Inference for the Mean of a Variable Missing at Random

Díaz, Iván / Carone, Marco / van der Laan, Mark J.

Page 333

Published Online: 05/26/2016

One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional Submodels

van der Laan, Mark / Gruber, Susan

Page 351

Published Online: 05/26/2016

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The International Journal of Biostatistics

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Issues

Volume 13 (2017)

Volume 12 (2016)

Volume 11 (2015)

Volume 10 (2014)

Volume 9 (2013)

Volume 8 (2012)

Volume 7 (2011)

Volume 6 (2010)

Volume 5 (2009)

Volume 4 (2008)

Volume 3 (2007)

Volume 2 (2006)

Volume 1 (2005)

Volume 12, Issue 1 (May 2016)

Special Issue: Data-Adaptive Inference

Editorial

Research Articles

Comments (0)

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