The International Journal of Biostatistics

2005 - 2025

Current editor(s): Antoine Chambaz, Alan E. Hubbard and Mark J. van der Laan

From De Gruyter
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Volume 7, issue 1, 2011

A First Passage Time Model for Long-Term Survivors with Competing Risks pp. 1-15

Xu Ruimin, McNicholas Paul D, Desmond Anthony F and Darlington Gerarda A

A Dunnett-Type Procedure for Multiple Endpoints pp. 1-15

Hasler Mario and Hothorn Ludwig A

Invited Commentary on Pearl and Principal Stratification pp. 1-15

Prentice Ross

Commentary on "Principal Stratification -- a Goal or a Tool?" by Judea Pearl pp. 1-15

Gilbert Peter B., Hudgens Michael G. and Wolfson Julian

Reaction to Pearl's Critique of Principal Stratification pp. 1-5

Sjolander Arvid

An Alternative to Pooling Kaplan-Meier Curves in Time-to-Event Meta-Analysis pp. 1-26

Rubin Daniel B

Relative Risk Estimation in Cluster Randomized Trials: A Comparison of Generalized Estimating Equation Methods pp. 1-26

Yelland Lisa N, Salter Amy B and Ryan Philip

Modeling Fetal Weight for Gestational Age: A Comparison of a Flexible Multi-level Spline-based Model with Other Approaches pp. 1-26

Villandré Luc, Hutcheon Jennifer A, Perez Trejo Maria Esther, Abenhaim Haim, Jacobsen Geir and Platt Robert W

A Complete Graphical Criterion for the Adjustment Formula in Mediation Analysis pp. 1-24

Shpitser Ilya and VanderWeele Tyler J

Dose-Finding Designs: The Role of Convergence Properties pp. 1-17

Oron Assaf P., Azriel David and Hoff Peter D.

Classification of Stationary Signals with Mixed Spectrum pp. 1-17

Saavedra Pedro, Santana-del-Pino Angelo, Hernández-Flores Carmen N., Artiles-Romero Juan and González-Henríquez Juan J.

An Improved Bland-Altman Method for Concordance Assessment pp. 1-17

Liao Jason J. Z. and Capen Robert

Clarifying the Role of Principal Stratification in the Paired Availability Design pp. 1-11

Baker Stuart G, Lindeman Karen S and Kramer Barnett S

Ridge Regression for Longitudinal Biomarker Data pp. 1-11

Eliot Melissa, Ferguson Jane, Reilly Muredach P. and Foulkes Andrea S.

Combining Censored and Uncensored Data in a U-Statistic: Design and Sample Size Implications for Cell Therapy Research pp. 1-29

Moyé Lemuel A, Lai Dejian, Jing Kaiyan, Baraniuk Mary Sarah, Kwak Minjung, Penn Marc S. and Wu Colon O.

On Causal Mediation Analysis with a Survival Outcome pp. 1-38

Tchetgen Tchetgen Eric J

Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Simulation Study pp. 1-30

Chambaz Antoine and J. van der Laan Mark

HingeBoost: ROC-Based Boost for Classification and Variable Selection pp. 1-30

Wang Zhu

Methods for Estimation of Radiation Risk in Epidemiological Studies Accounting for Classical and Berkson Errors in Doses pp. 1-30

Kukush Alexander, Shklyar Sergiy, Masiuk Sergii, Likhtarov Illya, Kovgan Lina, Carroll Raymond J and Bouville Andre

Principal Stratification -- a Goal or a Tool? pp. 1-13

Pearl Judea

Relative Risk Estimation in Randomized Controlled Trials: A Comparison of Methods for Independent Observations pp. 1-31

Yelland Lisa N, Salter Amy B and Ryan Philip

Fitting a Bivariate Measurement Error Model for Episodically Consumed Dietary Components pp. 1-32

Zhang Saijuan, Krebs-Smith Susan M., Midthune Douglas, Perez Adriana, Buckman Dennis W., Kipnis Victor, Freedman Laurence S., Dodd Kevin W. and Carroll Raymond J

Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Theoretical Study pp. 1-32

Chambaz Antoine and J. van der Laan Mark

Bayesian Variable Selection in Semiparametric Proportional Hazards Model for High Dimensional Survival Data pp. 1-32

Lee Kyu Ha, Chakraborty Sounak and Sun Jianguo

A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures of Treatment Effects in Prospective Observational Studies: A Review pp. 1-32

Austin Peter C and Laupacis Andreas

Targeted Maximum Likelihood Estimation of Effect Modification Parameters in Survival Analysis pp. 1-34

Stitelman Ori M, Wester C. William, Victor De Gruttola and J. van der Laan Mark

The Relative Performance of Targeted Maximum Likelihood Estimators pp. 1-34

Porter Kristin E., Gruber Susan, J. van der Laan Mark and Sekhon Jasjeet S.

Regression Calibration with Heteroscedastic Error Variance pp. 1-34

Spiegelman Donna, Logan Roger and Grove Douglas

Antihypertensive Medication Use and Change in Kidney Function in Elderly Adults: A Marginal Structural Model Analysis pp. 1-19

Odden Michelle C., Tager Ira B., J. van der Laan Mark, Delaney Joseph A.C., Peralta Carmen A, Katz Ronit, Sarnak Mark J., Psaty Bruce M. and Shlipak Michael G

Simultaneous Bayesian Inference for Linear, Nonlinear and Semiparametric Mixed-Effects Models with Skew-Normality and Measurement Errors in Covariates pp. 1-28

Huang Yangxin, Chen Ren and Dagne Getachew

Consonance and the Closure Method in Multiple Testing pp. 1-25

Romano Joseph P., Azeem Shaikh and Michael Wolf

Super Learner Based Conditional Density Estimation with Application to Marginal Structural Models pp. 1-20

Díaz Muñoz Iván and J. van der Laan Mark

Principal Stratification -- Uses and Limitations pp. 1-14

VanderWeele Tyler J

Marginal Models for Censored Longitudinal Cost Data: Appropriate Working Variance Matrices in Inverse-Probability-Weighted GEEs Can Improve Precision pp. 1-27

Pullenayegum Eleanor M and Willan Andrew R

Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far pp. 1-22

Joffe Marshall

A Targeted Maximum Likelihood Estimator for Two-Stage Designs pp. 1-21

Rose Sherri and J. van der Laan Mark

Defining Reproducibility Statistics as a Function of the Spatial Covariance Structures in Biomarker Studies pp. 1-21

Helenowski Irene B, Vonesh Edward F, Demirtas Hakan, Rademaker Alfred W, Ananthanarayanan Vijayalakshmi, Gann Peter H and Jovanovic Borko D

A Lower Bound Model for Multiple Record Systems Estimation with Heterogeneous Catchability pp. 1-21

Rivest Louis-Paul

Response to Pearl's Comments on Principal Stratification pp. 1-3

Egleston Brian L

Volume 6, issue 2, 2010

Special Issue on Causal Inference pp. 4

Moodie Erica E. M. and Stephens David A

Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results pp. 19

Orellana Liliana, Andrea Rotnitzky and Robins James M.

Bayesian Inference for Partially Identified Models pp. 20

Gustafson Paul

Optimal Dynamic Regimes: Presenting a Case for Predictive Inference pp. 21

Arjas Elja and Saarela Olli

Evaluating the Efficacy of a Malaria Vaccine pp. 22

Small Dylan S., Cheng Jing and Ten Have Thomas R.

Balancing and Elimination of Nuisance Variables pp. 22

Noorbaloochi Siamak, Nelson David and Asgharian Masoud

Model Checking with Residuals for g-estimation of Optimal Dynamic Treatment Regimes pp. 24

Rich Benjamin, Moodie Erica E. M., Stephens David A and Platt Robert W

Comparing Approaches to Causal Inference for Longitudinal Data: Inverse Probability Weighting versus Propensity Scores pp. 24

Ertefaie Ashkan and Stephens David A

Cutting Feedback in Bayesian Regression Adjustment for the Propensity Score pp. 24

McCandless Lawrence C, Douglas Ian J., Evans Stephen J. and Smeeth Liam

Selective Ignorability Assumptions in Causal Inference pp. 25

Joffe Marshall M., Yang Wei Peter and Feldman Harold I.

When to Start Treatment? A Systematic Approach to the Comparison of Dynamic Regimes Using Observational Data pp. 26

Cain Lauren E., Robins James M., Lanoy Emilie, Logan Roger, Costagliola Dominique and Hernán Miguel A.

Impact of Outcome Model Misspecification on Regression and Doubly-Robust Inverse Probability Weighting to Estimate Causal Effect pp. 27

Lefebvre Geneviève and Gustafson Paul

Attributable Fractions for Sufficient Cause Interactions pp. 28

VanderWeele Tyler J

Accuracy of Conventional and Marginal Structural Cox Model Estimators: A Simulation Study pp. 30

Xiao Yongling, Abrahamowicz Michal and Moodie Erica E. M.

Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model pp. 30

Rosenblum Michael and J. van der Laan Mark

Targeted Maximum Likelihood Based Causal Inference: Part II pp. 33

J. van der Laan Mark

Targeted Maximum Likelihood Based Causal Inference: Part I pp. 45

J. van der Laan Mark

Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content pp. 49

Orellana Liliana, Andrea Rotnitzky and Robins James M.

An Introduction to Causal Inference pp. 62

Pearl Judea

Volume 6, issue 1, 2010

Rejoinder to Nancy Cook's Comment on "Measures to Summarize and Compare the Predictive Capacity of Markers" pp. 3

Pepe Margaret

Comment: Analyzing Propensity Score Matched Count Data pp. 4

Li Liang

Comment: Measures to Summarize and Compare the Predictive Capacity of Markers pp. 6

Cook Nancy R

Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters pp. 13

Donner Allan and Rotondi Michael A

A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies pp. 13

Rubin Daniel B

Comparison of Estimators for Measures of Linkage Disequilibrium pp. 14

Scholz Markus and Hasenclever Dirk

A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null pp. 14

Martinez Josue G., Carroll Raymond J, Muller Samuel, Sampson Joshua N. and Chatterjee Nilanjan

Non-Markov Multistate Modeling Using Time-Varying Covariates, with Application to Progression of Liver Fibrosis due to Hepatitis C Following Liver Transplant pp. 16

Bacchetti Peter, Boylan Ross D, Terrault Norah A, Monto Alexander and Berenguer Marina

A Pseudo-EM Algorithm for Clustering Incomplete Longitudinal Data pp. 17

Shaikh Mateen, McNicholas Paul D and Desmond Anthony F

A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome pp. 18

Gruber Susan and J. van der Laan Mark

Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure pp. 19

Hothorn Ludwig A, Sill Martin and Schaarschmidt Frank

Ordinal Regression Models for Continuous Scales pp. 20

Manuguerra Maurizio and Heller Gillian Z

Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures pp. 20

Austin Peter C

Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests pp. 20

Adimari Gianfranco and Chiogna Monica

A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes pp. 20

Biernot Peter and Moodie Erica E. M.

Comparing Mortality in Renal Patients on Hemodialysis versus Peritoneal Dialysis Using a Marginal Structural Model pp. 21

M van der Wal Willem, Noordzij Marlies, Dekker Friedo W, Boeschoten Elisabeth W, Krediet Raymond T, Korevaar Johanna C and Geskus Ronald B

Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays pp. 21

Sturino Joseph, Zorych Ivan, Mallick Bani, Pokusaeva Karina, Chang Ying-Ying, Carroll Raymond J and Bliznuyk Nikolay

Estimation of Modified Concordance Ratio in Sib-Pairs: Effect of Consanguinity on the Risk of Congenital Heart Diseases pp. 23

Shoukri Mohamed M, Donner Allan, Dessouky Nadia Abdalla, Subhani Shazia, Al-Joufan Mansour, Al-Omrani Ahmed, Al-Mohanna Futwan and Al Halees Zohair Y

Interval Estimation of Some Epidemiological Measures of Association pp. 23

Zaihra Tasneem and Paul Sudhir

Lack of Fit in Self Modeling Regression: Application to Pulse Waveforms pp. 23

Brumback Lyndia C, Tommet Douglas and Kronmal Richard

Panel Count Data Regression with Informative Observation Times pp. 24

Buzkova Petra

A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies pp. 26

Choudhary Pankaj K

Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts pp. 26

Anandamayee Majumdar and Gries Corinna

Fast Function-on-Scalar Regression with Penalized Basis Expansions pp. 30

Reiss Philip T., Huang Lei and Mennes Maarten

An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics pp. 31

Gruber Susan and J. van der Laan Mark

A Stochastic EM Type Algorithm for Parameter Estimation in Models with Continuous Outcomes, under Complex Ascertainment pp. 31

Grünewald Maria, Humphreys Keith and Hössjer Ola

Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction pp. 31

Jackson Christopher H, Sharples Linda D and Thompson Simon G

A Comparison of the Statistical Power of Different Methods for the Analysis of Repeated Cross-Sectional Cluster Randomization Trials with Binary Outcomes pp. 32

Austin Peter C

A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures pp. 34

Rebafka Tabea, Roueff François and Souloumiac Antoine

A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors pp. 37

Sjolander Arvid, Vansteelandt Stijn and Humphreys Keith

Two-Level Stochastic Search Variable Selection in GLMs with Missing Predictors pp. 40

Mitra Robin and Dunson David

Confidence Intervals for Negative Binomial Random Variables of High Dispersion pp. 41

Shilane David, Evans Steven N and Hubbard Alan E.

Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables pp. 44

Rosenblum Michael and J. van der Laan Mark

Collaborative Targeted Maximum Likelihood for Time to Event Data pp. 46

Stitelman Ori M and J. van der Laan Mark

Collaborative Double Robust Targeted Maximum Likelihood Estimation pp. 71

J. van der Laan Mark and Gruber Susan