The International Journal of Biostatistics

2006 - 2024

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

From De Gruyter
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Volume 8, issue 2, 2012

Causal Inference for Vaccine Effects on Infectiousness pp. 1-40

Halloran M. Elizabeth and Hudgens Michael G.

Bias Analysis to Guide New Data Collection pp. 1-23

Lash Timothy L. and Ahern Thomas P.

Special Issue on Causal Inference in Health Research pp. 1-2

Moodie Erica E. M., Kaufman Jay S. and Platt Robert W.

Adjusting for Perception and Unmasking Effects in Longitudinal Clinical Trials pp. 1-20

Hubbard Alan, Jamshidian Farid and Jewell Nicholas

Meta-Analysis of Observational Studies with Unmeasured Confounders pp. 1-31

McCandless Lawrence C.

Double-Robust Estimators: Slightly More Bayesian than Meets the Eye? pp. 1-15

Gustafson Paul

Bounds on the Effect of Vaccine Induced Immune Response on Outcome pp. 1-19

Follmann Dean and Fay Michael

Volume 8, issue 1, 2012

Designs Combining Instrumental Variables with Case-Control: Estimating Principal Strata Causal Effects pp. 1-21

Shinohara Russell T., Frangakis Constantine E., Platz Elizabeth and Tsilidis Konstantinos

Evaluating a New Marker for Risk Prediction Using the Test Tradeoff: An Update pp. 1-37

Baker Stuart G., Ben Van Calster and Steyerberg Ewout W.

Targeted Maximum Likelihood Estimation of Natural Direct Effects pp. 1-40

Zheng Wenjing and J. van der Laan Mark

The Large Sample Bounds on the Principal Strata Effect with Application to a Prostate Cancer Prevention Trial pp. 1-19

Chiba Yasutaka

Cut-Off Estimation and Medical Decision Making Based on a Continuous Prognostic Factor: The Prediction of Kidney Graft Failure pp. 1-13

Foucher Yohann, Giral Magali, Soulillou Jean-Paul and Daurès Jean-Pierre

Statistical Issues and Limitations in Personalized Medicine Research with Clinical Trials pp. 1-20

Rubin Daniel B. and J. van der Laan Mark

Estimation of the Mean Frequency Function for Recurrent Events when Ascertainment of Events Is Delayed pp. 1-20

Casper T. Charles and Cook Thomas D.

Comparative Evaluation of Classifiers in the Presence of Statistical Interactions between Features in High Dimensional Data Settings pp. 1-32

Guo Yu and Balasubramanian Raji

"Imagine a Can Opener"--The Magic of Principal Stratum Analysis pp. 12

Dawid Philip and Didelez Vanessa

The Lead Time Distribution When Lifetime is Subject to Competing Risks in Cancer Screening pp. 16

Wu Dongfeng, Kafadar Karen, Rosner Gary L. and Broemeling Lyle D.

Targeted Minimum Loss Based Estimation of a Causal Effect on an Outcome with Known Conditional Bounds pp. 18

Gruber Susan and J. van der Laan Mark

A Refreshing Account of Principal Stratification pp. 19

Fabrizia Mealli and Mattei Alessandra

Measures of Family Resemblance for Binary Traits: Likelihood Based Inference pp. 20

Shoukri Mohamed M., ElDali Abdelmoneim and Donner Allan

Survival Curve Estimation with Dependent Left Truncated Data Using Cox's Model pp. 20

Mackenzie Todd

Testing the assumptions for the analysis of survival data arising from a prevalent cohort study with follow-up pp. 21

Addona Vittorio, Atherton Juli and Wolfson David B.

Targeted Minimum Loss Based Estimator that Outperforms a given Estimator pp. 22

Gruber Susan and J. van der Laan Mark

A Comparative Study of Parametric and Nonparametric Estimates of the Attributable Fraction for a Semi-continuous Exposure pp. 22

Wang Wei and Small Dylan

Instruments and Bounds for Causal Effects under the Monotonic Selection Assumption pp. 23

Taguri Masataka and Chiba Yasutaka

Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies pp. 24

Dagne Getachew and Huang Yangxin

A Reproducing Kernel-Based Spatial Model in Poisson Regressions pp. 26

Zhang Hongmei and Gan Jianjun

Smoothness Selection for Penalized Quantile Regression Splines pp. 27

Reiss Philip T. and Huang Lei

Partial Identification arising from Nondifferential Exposure Misclassification: How Informative are Data on the Unlikely, Maybe, and Likely Exposed? pp. 27

Wang Dongxu, Shen Tian and Gustafson Paul

Projecting Cancer Incidence using Age-period-cohort Models Incorporating Restricted Cubic Splines pp. 27

Rutherford Mark J., Thompson John R. and Lambert Paul C.

Maximum Likelihood Estimation for Semiparametric Density Ratio Model pp. 29

Diao Guoqing, Ning Jing and Qin Jing

A Smooth ROC Curve Estimator Based on Log-Concave Density Estimates pp. 29

Rufibach Kaspar

Mixed-Effects Joint Models with Skew-Normal Distribution for HIV Dynamic Response with Missing and Mismeasured Time-Varying Covariate pp. 30

Huang Yangxin, Chen Jiaqing and Yan Chunning

Resampling-based Methods in Single and Multiple Testing for Equality of Covariance/Correlation Matrices pp. 32

Yang Yang and DeGruttola Victor

Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials pp. 32

Chaffee Paul H. and J. van der Laan Mark

Targeted Maximum Likelihood Estimation for Prediction Calibration pp. 35

Brooks Jordan, J. van der Laan Mark and Go Alan S.

Estimation and Asymptotic Theory for Transition Probabilities in Markov Renewal Multi-State Models pp. 39

Spitoni Cristian, Verduijn Marion and Putter Hein

A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis pp. 39

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

Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions pp. 41

J. van der Laan Mark and Gruber Susan

Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach pp. 45

Radice Rosalba, Ramsahai Roland, Grieve Richard, Noemi Kreif, Sadique Zia and Sekhon Jasjeet S.

Estimation in a Semi-Markov Transformation Model pp. 62

Dabrowska Dorota M.

Volume 7, issue 1, 2011

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

Díaz Muñoz Iván and J. van der Laan Mark

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

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

Shpitser Ilya and VanderWeele Tyler J

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

Sjolander Arvid

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

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

Egleston Brian L

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

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

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

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

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.

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

Pearl Judea

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

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

VanderWeele Tyler J

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

Tchetgen Tchetgen Eric 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

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.

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

Romano Joseph P., Azeem Shaikh and Michael Wolf

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

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

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

Joffe Marshall