The International Journal of Biostatistics

2005 - 2012

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Volume 8, issue 2, 2012

Special Issue on Causal Inference in Health Research pp. 1

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

Bias Analysis to Guide New Data Collection pp. 2

Timothy L. Lash and Thomas P. Ahern

Bounds on the Effect of Vaccine Induced Immune Response on Outcome pp. 3

Dean Follmann and Michael Fay

Double-Robust Estimators: Slightly More Bayesian than Meets the Eye? pp. 4

Paul Gustafson

Meta-Analysis of Observational Studies with Unmeasured Confounders pp. 5

Lawrence C. McCandless

Causal Inference for Vaccine Effects on Infectiousness pp. 6

M. Elizabeth Halloran and Michael G. Hudgens

Volume 8, issue 1, 2012

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

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

Designs Combining Instrumental Variables with Case-Control: Estimating Principal Strata Causal Effects pp. 2

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

Targeted Maximum Likelihood Estimation of Natural Direct Effects pp. 3

Wenjing Zheng and Mark J. van der Laan

Estimation of the Mean Frequency Function for Recurrent Events when Ascertainment of Events Is Delayed pp. 4

T Charles Casper and Thomas D. Cook

Evaluating a New Marker for Risk Prediction Using the Test Tradeoff: An Update pp. 5

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

The Lead Time Distribution When Lifetime is Subject to Competing Risks in Cancer Screening pp. 6

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

A Smooth ROC Curve Estimator Based on Log-Concave Density Estimates pp. 7

Kaspar Rufibach

A Refreshing Account of Principal Stratification pp. 8

Fabrizia Mealli and Alessandra Mattei

Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions pp. 9

Mark J. van der Laan and Susan Gruber

Smoothness Selection for Penalized Quantile Regression Splines pp. 10

Philip T. Reiss and Lei Huang

Targeted Minimum Loss Based Estimator that Outperforms a given Estimator pp. 11

Susan Gruber and Mark J. van der Laan

The Large Sample Bounds on the Principal Strata Effect with Application to a Prostate Cancer Prevention Trial pp. 12

Yasutaka Chiba

Resampling-based Methods in Single and Multiple Testing for Equality of Covariance/Correlation Matrices pp. 13

Yang Yang and Victor DeGruttola

Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials pp. 14

Paul H. Chaffee and Mark J. van der Laan

Estimation in a Semi-Markov Transformation Model pp. 15

Dorota M. Dabrowska

Maximum Likelihood Estimation for Semiparametric Density Ratio Model pp. 16

Guoqing Diao, Jing Ning and jing qin

Comparative Evaluation of Classifiers in the Presence of Statistical Interactions between Features in High Dimensional Data Settings pp. 17

Yu Guo and Raji Balasubramanian

Statistical Issues and Limitations in Personalized Medicine Research with Clinical Trials pp. 18

Daniel B. Rubin and Mark J. van der Laan

“Imagine a Can Openerâ€â€”The Magic of Principal Stratum Analysis pp. 19

Philip Dawid and Vanessa Didelez

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

Mohamed M. Shoukri, Abdelmoneim ElDali and Allan Donner

Targeted Minimum Loss Based Estimation of a Causal Effect on an Outcome with Known Conditional Bounds pp. 21

Susan Gruber and Mark J. van der Laan

Testing the assumptions for the analysis of survival data arising from a prevalent cohort study with follow-up pp. 22

Vittorio Addona, Juli Atherton and David B. Wolfson

Estimation and Asymptotic Theory for Transition Probabilities in Markov Renewal Multi–State Models pp. 23

Cristian Spitoni, Marion Verduijn and Hein Putter

Instruments and Bounds for Causal Effects under the Monotonic Selection Assumption pp. 24

Masataka Taguri and Yasutaka Chiba

Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach pp. 25

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

A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis pp. 26

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

Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies pp. 27

Getachew Dagne and Yangxin Huang

A Reproducing Kernel-Based Spatial Model in Poisson Regressions pp. 28

Hongmei Zhang and Jianjun Gan

Survival Curve Estimation with Dependent Left Truncated Data Using Cox's Model pp. 29

Todd Mackenzie

Targeted Maximum Likelihood Estimation for Prediction Calibration pp. 30

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

Partial Identification arising from Nondifferential Exposure Misclassification: How Informative are Data on the Unlikely, Maybe, and Likely Exposed? pp. 31

Dongxu Wang, Tian Shen and Paul Gustafson

A Comparative Study of Parametric and Nonparametric Estimates of the Attributable Fraction for a Semi-continuous Exposure pp. 32

Wei Wang and Dylan Small

Projecting Cancer Incidence using Age-period-cohort Models Incorporating Restricted Cubic Splines pp. 33

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

Volume 7, issue 1, 2011

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

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

Defining Reproducibility Statistics as a Function of the Spatial Covariance Structures in Biomarker Studies pp. 2

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

A Dunnett-Type Procedure for Multiple Endpoints pp. 3

Mario Hasler and Ludwig A. Hothorn

Regression Calibration with Heteroscedastic Error Variance pp. 4

Donna Spiegelman, Roger Logan and Douglas Grove

Relative Risk Estimation in Randomized Controlled Trials: A Comparison of Methods for Independent Observations pp. 5

Lisa N. Yelland, Amy B. Salter and Philip Ryan

A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures of Treatment Effects in Prospective Observational Studies: A Review pp. 6

Peter C. Austin and Andreas Laupacis

Classification of Stationary Signals with Mixed Spectrum pp. 7

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

Simultaneous Bayesian Inference for Linear, Nonlinear and Semiparametric Mixed-Effects Models with Skew-Normality and Measurement Errors in Covariates pp. 8

Yangxin Huang, Ren Chen and Getachew Dagne

An Improved Bland-Altman Method for Concordance Assessment pp. 9

Jason J. Z. Liao and Robert Capen

Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Theoretical Study pp. 10

Antoine Chambaz and Mark J. van der Laan

Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Simulation Study pp. 11

Antoine Chambaz and Mark J. van der Laan

Consonance and the Closure Method in Multiple Testing pp. 12

Joseph P. Romano, Azeem M. Shaikh and Michael Wolf

HingeBoost: ROC-Based Boost for Classification and Variable Selection pp. 13

Zhu Wang

Marginal Models for Censored Longitudinal Cost Data: Appropriate Working Variance Matrices in Inverse-Probability-Weighted GEEs Can Improve Precision pp. 14

Eleanor M. Pullenayegum and Andrew R. Willan

Methods for Estimation of Radiation Risk in Epidemiological Studies Accounting for Classical and Berkson Errors in Doses pp. 15

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

A Complete Graphical Criterion for the Adjustment Formula in Mediation Analysis pp. 16

Ilya Shpitser and Tyler J. VanderWeele

A Targeted Maximum Likelihood Estimator for Two-Stage Designs pp. 17

Sherri Rose and Mark J. van der Laan

An Alternative to Pooling Kaplan-Meier Curves in Time-to-Event Meta-Analysis pp. 18

Daniel B. Rubin

Targeted Maximum Likelihood Estimation of Effect Modification Parameters in Survival Analysis pp. 19

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

Principal Stratification — a Goal or a Tool? pp. 20

Judea Pearl

Bayesian Variable Selection in Semiparametric Proportional Hazards Model for High Dimensional Survival Data pp. 21

Kyu Ha Lee, Sounak Chakraborty and Jianguo Sun

Reaction to Pearl's Critique of Principal Stratification pp. 22

Arvid Sjolander

A Lower Bound Model for Multiple Record Systems Estimation with Heterogeneous Catchability pp. 23

Louis-Paul Rivest

Response to Pearl’s Comments on Principal Stratification pp. 24

Brian L. Egleston

Clarifying the Role of Principal Stratification in the Paired Availability Design pp. 25

Stuart G. Baker, Karen S. Lindeman and Barnett S. Kramer

A First Passage Time Model for Long-Term Survivors with Competing Risks pp. 26

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

Relative Risk Estimation in Cluster Randomized Trials: A Comparison of Generalized Estimating Equation Methods pp. 27

Lisa N. Yelland, Amy B. Salter and Philip Ryan

Principal Stratification — Uses and Limitations pp. 28

Tyler J. VanderWeele

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

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

Invited Commentary on Pearl and Principal Stratification pp. 30

Ross Prentice

The Relative Performance of Targeted Maximum Likelihood Estimators pp. 31

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

Modeling Fetal Weight for Gestational Age: A Comparison of a Flexible Multi-level Spline-based Model with Other Approaches pp. 32

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

On Causal Mediation Analysis with a Survival Outcome pp. 33

Eric J. Tchetgen Tchetgen

Antihypertensive Medication Use and Change in Kidney Function in Elderly Adults: A Marginal Structural Model Analysis pp. 34

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

Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far pp. 35

Marshall Joffe

Commentary on "Principal Stratification — a Goal or a Tool?" by Judea Pearl pp. 36

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

Ridge Regression for Longitudinal Biomarker Data pp. 37

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

Super Learner Based Conditional Density Estimation with Application to Marginal Structural Models pp. 38

Iván Díaz Muñoz and Mark J. van der Laan

Dose-Finding Designs: The Role of Convergence Properties pp. 39

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