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De Gruyter

The International Journal of Biostatistics

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Current editor: Antoine Chambaz
Current editor: Alan E. Hubbard
Current editor: Mark J. van der Laan
Series handle: RePEc:bpj:ijbist

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Content

May 2013, Volume 9, Issue 2

251-264 Estimation of Risk Ratios in Cohort Studies with a Common Outcome: A Simple and Efficient Two-stage Approach
by Tchetgen Tchetgen Eric
265-290 Distance-Based Mapping of Disease Risk
by Jeffery Caroline & Ozonoff Al & White Laura Forsberg & Pagano Marcello
291-306 The Balanced Survivor Average Causal Effect
by Greene Tom & Joffe Marshall & Hu Bo & Li Liang & Boucher Ken

September 2013, Volume 9, Issue 1

1-14 Detecting Differential Gene Expression in Subgroups of a Disease Population
by Emerson Sarah C. & Emerson Scott S.
1-25 Efficient Analysis of Q-Level Nested Hierarchical General Linear Models Given Ignorable Missing Data
by Shin Yongyun & Raudenbush Stephen W.

July 2013, Volume 9, Issue 1

1-13 Multiple Contrasts for Repeated Measures
by Hasler Mario
1-14 Assessing Agreement of Repeated Binary Measurements with an Application to the CDC’s Anthrax Vaccine Clinical Trial
by Pan Yi & Rose Charles E. & Haber Michael & Ma Yan & Carrasco Josep L. & Stewart Brock & Keitel Wendy A. & Keyserling Harry & Jacobson Robert M. & Poland Gregory & McNeil Michael M.
1-16 A New Species Abundance Distribution Model Based on Model Combination
by Golestani Abbas & Gras Robin
1-18 Boosting Structured Additive Quantile Regression for Longitudinal Childhood Obesity Data
by Fenske Nora & Fahrmeir Ludwig & Hothorn Torsten & Rzehak Peter & Höhle Michael

October 2013, Volume 9, Issue 1

1-14 On the Effects of Malaria Treatment on Parasite Drug Resistance – Probability Modelling of Genotyped Malaria Infections
by Kum Cletus Kwa & Thorburn Daniel & Ghilagaber Gebrenegus & Gil Pedro & Björkman Anders

August 2013, Volume 9, Issue 1

1-11 Are Multiple Contrast Tests Superior to the ANOVA
by Konietschke Frank & Brunner Edgar & Bösiger Sandra & Hothorn Ludwig A.
1-19 Latent Conditional Individual-Level Models for Infectious Disease Modeling
by Deeth Lorna E. & Deardon Rob

January 2012, Volume 8, Issue 2

1-2 Special Issue on Causal Inference in Health Research
by Moodie Erica E. M. & Kaufman Jay S. & Platt Robert W.
1-15 Double-Robust Estimators: Slightly More Bayesian than Meets the Eye?
by Gustafson Paul
1-19 Bounds on the Effect of Vaccine Induced Immune Response on Outcome
by Follmann Dean & Fay Michael
1-23 Bias Analysis to Guide New Data Collection
by Lash Timothy L. & Ahern Thomas P.
1-31 Meta-Analysis of Observational Studies with Unmeasured Confounders
by McCandless Lawrence C.
1-40 Causal Inference for Vaccine Effects on Infectiousness
by Halloran M. Elizabeth & Hudgens Michael G.

December 2012, Volume 8, Issue 2

1-20 Adjusting for Perception and Unmasking Effects in Longitudinal Clinical Trials
by Hubbard Alan & Jamshidian Farid & Jewell Nicholas

March 2012, Volume 8, Issue 1

1-37 Evaluating a New Marker for Risk Prediction Using the Test Tradeoff: An Update
by Baker Stuart G. & Van Calster Ben & Steyerberg Ewout W.

November 2012, Volume 8, Issue 1

1-22 A Comparative Study of Parametric and Nonparametric Estimates of the Attributable Fraction for a Semi-continuous Exposure
by Wang Wei & Small Dylan
1-27 Partial Identification arising from Nondifferential Exposure Misclassification: How Informative are Data on the Unlikely, Maybe, and Likely Exposed?
by Wang Dongxu & Shen Tian & Gustafson Paul
1-27 Projecting Cancer Incidence using Age-period-cohort Models Incorporating Restricted Cubic Splines
by Rutherford Mark J. & Thompson John R. & Lambert Paul C.
1-30 Mixed-Effects Joint Models with Skew-Normal Distribution for HIV Dynamic Response with Missing and Mismeasured Time-Varying Covariate
by Huang Yangxin & Chen Jiaqing & Yan Chunning

August 2012, Volume 8, Issue 1

1-23 Instruments and Bounds for Causal Effects under the Monotonic Selection Assumption
by Taguri Masataka & Chiba Yasutaka
1-39 Estimation and Asymptotic Theory for Transition Probabilities in Markov Renewal Multi-State Models
by Spitoni Cristian & Verduijn Marion & Putter Hein
1-45 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 & Sekhon Jasjeet S.

May 2012, Volume 8, Issue 1

1-19 The Large Sample Bounds on the Principal Strata Effect with Application to a Prostate Cancer Prevention Trial
by Chiba Yasutaka
1-22 Targeted Minimum Loss Based Estimator that Outperforms a given Estimator
by Gruber Susan & van der Laan Mark J.
1-27 Smoothness Selection for Penalized Quantile Regression Splines
by Reiss Philip T. & Huang Lei
1-41 Targeted Minimum Loss Based Estimation of Causal Effects of Multiple Time Point Interventions
by van der Laan Mark J. & Gruber Susan

October 2012, Volume 8, Issue 1

1-20 Survival Curve Estimation with Dependent Left Truncated Data Using Cox's Model
by Mackenzie Todd
1-26 A Reproducing Kernel-Based Spatial Model in Poisson Regressions
by Zhang Hongmei & Gan Jianjun
1-35 Targeted Maximum Likelihood Estimation for Prediction Calibration
by Brooks Jordan & van der Laan Mark J. & Go Alan S.

January 2012, Volume 8, Issue 1

1-13 Cut-Off Estimation and Medical Decision Making Based on a Continuous Prognostic Factor: The Prediction of Kidney Graft Failure
by Foucher Yohann & Giral Magali & Soulillou Jean-Paul & Daurès Jean-Pierre
1-21 Designs Combining Instrumental Variables with Case-Control: Estimating Principal Strata Causal Effects
by Shinohara Russell T. & Frangakis Constantine E. & Platz Elizabeth & Tsilidis Konstantinos
1-40 Targeted Maximum Likelihood Estimation of Natural Direct Effects
by Zheng Wenjing & van der Laan Mark J.

April 2012, Volume 8, Issue 1

1-16 The Lead Time Distribution When Lifetime is Subject to Competing Risks in Cancer Screening
by Wu Dongfeng & Kafadar Karen & Rosner Gary L. & Broemeling Lyle D.
1-19 A Refreshing Account of Principal Stratification
by Mealli Fabrizia & Mattei Alessandra
1-29 A Smooth ROC Curve Estimator Based on Log-Concave Density Estimates
by Rufibach Kaspar

February 2012, Volume 8, Issue 1

1-20 Estimation of the Mean Frequency Function for Recurrent Events when Ascertainment of Events Is Delayed
by Casper T. Charles & Cook Thomas D.

July 2012, Volume 8, Issue 1

1-12 "Imagine a Can Opener"--The Magic of Principal Stratum Analysis
by Dawid Philip & Didelez Vanessa
1-18 Targeted Minimum Loss Based Estimation of a Causal Effect on an Outcome with Known Conditional Bounds
by Gruber Susan & van der Laan Mark J.
1-20 Measures of Family Resemblance for Binary Traits: Likelihood Based Inference
by Shoukri Mohamed M. & ElDali Abdelmoneim & Donner Allan
1-20 Statistical Issues and Limitations in Personalized Medicine Research with Clinical Trials
by Rubin Daniel B. & van der Laan Mark J.
1-21 Testing the assumptions for the analysis of survival data arising from a prevalent cohort study with follow-up
by Addona Vittorio & Atherton Juli & Wolfson David B.

September 2012, Volume 8, Issue 1

1-24 Bayesian inference for a nonlinear mixed-effects Tobit model with multivariate skew-t distributions: application to AIDS studies
by Dagne Getachew & Huang Yangxin
1-39 A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis
by Stitelman Ori M. & De Gruttola Victor & van der Laan Mark J.

June 2012, Volume 8, Issue 1

1-29 Maximum Likelihood Estimation for Semiparametric Density Ratio Model
by Diao Guoqing & Ning Jing & qin jing
1-32 Comparative Evaluation of Classifiers in the Presence of Statistical Interactions between Features in High Dimensional Data Settings
by Guo Yu & Balasubramanian Raji
1-32 Resampling-based Methods in Single and Multiple Testing for Equality of Covariance/Correlation Matrices
by Yang Yang & DeGruttola Victor
1-32 Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequentially Randomized Controlled Trials
by Chaffee Paul H. & van der Laan Mark J.
1-62 Estimation in a Semi-Markov Transformation Model
by Dabrowska Dorota M.

May 2011, Volume 7, Issue 1

1-3 Response to Pearl's Comments on Principal Stratification
by Egleston Brian L
1-11 Clarifying the Role of Principal Stratification in the Paired Availability Design
by Baker Stuart G & Lindeman Karen S & Kramer Barnett S
1-15 A First Passage Time Model for Long-Term Survivors with Competing Risks
by Xu Ruimin & McNicholas Paul D & Desmond Anthony F & Darlington Gerarda A
1-21 A Lower Bound Model for Multiple Record Systems Estimation with Heterogeneous Catchability
by Rivest Louis-Paul
1-26 Relative Risk Estimation in Cluster Randomized Trials: A Comparison of Generalized Estimating Equation Methods
by Yelland Lisa N & Salter Amy B & Ryan Philip

August 2011, Volume 7, Issue 1

1-15 Invited Commentary on Pearl and Principal Stratification
by Prentice Ross
1-26 Modeling Fetal Weight for Gestational Age: A Comparison of a Flexible Multi-level Spline-based Model with Other Approaches
by Villandré Luc & Hutcheon Jennifer A & Perez Trejo Maria Esther & Abenhaim Haim & Jacobsen Geir & Platt Robert W
1-34 The Relative Performance of Targeted Maximum Likelihood Estimators
by Porter Kristin E. & Gruber Susan & van der Laan Mark J. & Sekhon Jasjeet S.

January 2011, Volume 7, Issue 1

1-15 A Dunnett-Type Procedure for Multiple Endpoints
by Hasler Mario & Hothorn Ludwig A
1-17 Classification of Stationary Signals with Mixed Spectrum
by Saavedra Pedro & Santana-del-Pino Angelo & Hernández-Flores Carmen N. & Artiles-Romero Juan & González-Henríquez Juan J.
1-17 An Improved Bland-Altman Method for Concordance Assessment
by Liao Jason J. Z. & Capen Robert
1-21 Defining Reproducibility Statistics as a Function of the Spatial Covariance Structures in Biomarker Studies
by Helenowski Irene B & Vonesh Edward F & Demirtas Hakan & Rademaker Alfred W & Ananthanarayanan Vijayalakshmi & Gann Peter H & Jovanovic Borko D
1-28 Simultaneous Bayesian Inference for Linear, Nonlinear and Semiparametric Mixed-Effects Models with Skew-Normality and Measurement Errors in Covariates
by Huang Yangxin & Chen Ren & Dagne Getachew
1-30 Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Simulation Study
by Chambaz Antoine & van der Laan Mark J.
1-31 Relative Risk Estimation in Randomized Controlled Trials: A Comparison of Methods for Independent Observations
by Yelland Lisa N & Salter Amy B & Ryan Philip
1-32 Targeting the Optimal Design in Randomized Clinical Trials with Binary Outcomes and No Covariate: Theoretical Study
by Chambaz Antoine & van der Laan Mark J.
1-32 Fitting a Bivariate Measurement Error Model for Episodically Consumed Dietary Components
by Zhang Saijuan & Krebs-Smith Susan M. & Midthune Douglas & Perez Adriana & Buckman Dennis W. & Kipnis Victor & Freedman Laurence S. & Dodd Kevin W. & Carroll Raymond J
1-32 A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures of Treatment Effects in Prospective Observational Studies: A Review
by Austin Peter C & Laupacis Andreas
1-34 Regression Calibration with Heteroscedastic Error Variance
by Spiegelman Donna & Logan Roger & Grove Douglas

April 2011, Volume 7, Issue 1

1-5 Reaction to Pearl's Critique of Principal Stratification
by Sjolander Arvid
1-32 Bayesian Variable Selection in Semiparametric Proportional Hazards Model for High Dimensional Survival Data
by Lee Kyu Ha & Chakraborty Sounak & Sun Jianguo

September 2011, Volume 7, Issue 1

1-11 Ridge Regression for Longitudinal Biomarker Data
by Eliot Melissa & Ferguson Jane & Reilly Muredach P. & Foulkes Andrea S.
1-15 Commentary on "Principal Stratification -- a Goal or a Tool?" by Judea Pearl
by Gilbert Peter B. & Hudgens Michael G. & Wolfson Julian
1-19 Antihypertensive Medication Use and Change in Kidney Function in Elderly Adults: A Marginal Structural Model Analysis
by Odden Michelle C. & Tager Ira B. & van der Laan Mark J. & Delaney Joseph A.C. & Peralta Carmen A & Katz Ronit & Sarnak Mark J. & Psaty Bruce M. & Shlipak Michael G
1-22 Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far
by Joffe Marshall
1-38 On Causal Mediation Analysis with a Survival Outcome
by Tchetgen Tchetgen Eric J

February 2011, Volume 7, Issue 1

1-25 Consonance and the Closure Method in Multiple Testing
by Romano Joseph P. & Shaikh Azeem & Wolf Michael
1-27 Marginal Models for Censored Longitudinal Cost Data: Appropriate Working Variance Matrices in Inverse-Probability-Weighted GEEs Can Improve Precision
by Pullenayegum Eleanor M & Willan Andrew R
1-30 Methods for Estimation of Radiation Risk in Epidemiological Studies Accounting for Classical and Berkson Errors in Doses
by Kukush Alexander & Shklyar Sergiy & Masiuk Sergii & Likhtarov Illya & Kovgan Lina & Carroll Raymond J & Bouville Andre
1-30 HingeBoost: ROC-Based Boost for Classification and Variable Selection
by Wang Zhu

October 2011, Volume 7, Issue 1

1-17 Dose-Finding Designs: The Role of Convergence Properties
by Oron Assaf P. & Azriel David & Hoff Peter D.
1-20 Super Learner Based Conditional Density Estimation with Application to Marginal Structural Models
by Díaz Muñoz Iván & van der Laan Mark J.

July 2011, Volume 7, Issue 1

1-14 Principal Stratification -- Uses and Limitations
by VanderWeele Tyler J
1-29 Combining Censored and Uncensored Data in a U-Statistic: Design and Sample Size Implications for Cell Therapy Research
by Moyé Lemuel A & Lai Dejian & Jing Kaiyan & Baraniuk Mary Sarah & Kwak Minjung & Penn Marc S. & Wu Colon O.

March 2011, Volume 7, Issue 1

1-13 Principal Stratification -- a Goal or a Tool?
by Pearl Judea
1-21 A Targeted Maximum Likelihood Estimator for Two-Stage Designs
by Rose Sherri & van der Laan Mark J.
1-24 A Complete Graphical Criterion for the Adjustment Formula in Mediation Analysis
by Shpitser Ilya & VanderWeele Tyler J
1-26 An Alternative to Pooling Kaplan-Meier Curves in Time-to-Event Meta-Analysis
by Rubin Daniel B
1-34 Targeted Maximum Likelihood Estimation of Effect Modification Parameters in Survival Analysis
by Stitelman Ori M & Wester C. William & De Gruttola Victor & van der Laan Mark J.

April 2010, Volume 6, Issue 2

1-26 When to Start Treatment? A Systematic Approach to the Comparison of Dynamic Regimes Using Observational Data
by Cain Lauren E. & Robins James M. & Lanoy Emilie & Logan Roger & Costagliola Dominique & Hernán Miguel A.
1-30 Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model
by Rosenblum Michael & van der Laan Mark J.

February 2010, Volume 6, Issue 2

1-4 Special Issue on Causal Inference
by Moodie Erica E. M. & Stephens David A
1-22 Evaluating the Efficacy of a Malaria Vaccine
by Small Dylan S. & Cheng Jing & Ten Have Thomas R.
1-22 Balancing and Elimination of Nuisance Variables
by Noorbaloochi Siamak & Nelson David & Asgharian Masoud
1-28 Attributable Fractions for Sufficient Cause Interactions
by VanderWeele Tyler J
1-33 Targeted Maximum Likelihood Based Causal Inference: Part II
by van der Laan Mark J.
1-45 Targeted Maximum Likelihood Based Causal Inference: Part I
by van der Laan Mark J.
1-62 An Introduction to Causal Inference
by Pearl Judea

March 2010, Volume 6, Issue 2

1-19 Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part II: Proofs of Results
by Orellana Liliana & Rotnitzky Andrea & Robins James M.
1-20 Bayesian Inference for Partially Identified Models
by Gustafson Paul
1-21 Optimal Dynamic Regimes: Presenting a Case for Predictive Inference
by Arjas Elja & Saarela Olli
1-24 Comparing Approaches to Causal Inference for Longitudinal Data: Inverse Probability Weighting versus Propensity Scores
by Ertefaie Ashkan & Stephens David A
1-24 Cutting Feedback in Bayesian Regression Adjustment for the Propensity Score
by McCandless Lawrence C & Douglas Ian J. & Evans Stephen J. & Smeeth Liam
1-24 Model Checking with Residuals for g-estimation of Optimal Dynamic Treatment Regimes
by Rich Benjamin & Moodie Erica E. M. & Stephens David A & Platt Robert W
1-25 Selective Ignorability Assumptions in Causal Inference
by Joffe Marshall M. & Yang Wei Peter & Feldman Harold I.
1-27 Impact of Outcome Model Misspecification on Regression and Doubly-Robust Inverse Probability Weighting to Estimate Causal Effect
by Lefebvre Geneviève & Gustafson Paul
1-30 Accuracy of Conventional and Marginal Structural Cox Model Estimators: A Simulation Study
by Xiao Yongling & Abrahamowicz Michal & Moodie Erica E. M.
1-49 Dynamic Regime Marginal Structural Mean Models for Estimation of Optimal Dynamic Treatment Regimes, Part I: Main Content
by Orellana Liliana & Rotnitzky Andrea & Robins James M.

September 2010, Volume 6, Issue 1

1-13 Sample Size Requirements for Interval Estimation of the Kappa Statistic for Interobserver Agreement Studies with a Binary Outcome and Multiple Raters
by Donner Allan & Rotondi Michael A
1-24 Panel Count Data Regression with Informative Observation Times
by Buzkova Petra

August 2010, Volume 6, Issue 1

1-18 A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome
by Gruber Susan & van der Laan Mark J.
1-21 Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays
by Sturino Joseph & Zorych Ivan & Mallick Bani & Pokusaeva Karina & Chang Ying-Ying & Carroll Raymond J & Bliznuyk Nikolay
1-26 Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts
by Majumdar Anandamayee & Gries Corinna
1-30 Fast Function-on-Scalar Regression with Penalized Basis Expansions
by Reiss Philip T. & Huang Lei & Mennes Maarten

May 2010, Volume 6, Issue 1

1-31 An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics
by Gruber Susan & van der Laan Mark J.
1-71 Collaborative Double Robust Targeted Maximum Likelihood Estimation
by van der Laan Mark J. & Gruber Susan

January 2010, Volume 6, Issue 1

1-4 Comment: Analyzing Propensity Score Matched Count Data
by Li Liang
1-14 Comparison of Estimators for Measures of Linkage Disequilibrium
by Scholz Markus & Hasenclever Dirk
1-20 A Comparison of Variable Selection Approaches for Dynamic Treatment Regimes
by Biernot Peter & Moodie Erica E. M.
1-21 Comparing Mortality in Renal Patients on Hemodialysis versus Peritoneal Dialysis Using a Marginal Structural Model
by van der Wal Willem M & Noordzij Marlies & Dekker Friedo W & Boeschoten Elisabeth W & Krediet Raymond T & Korevaar Johanna C & Geskus Ronald B
1-23 Lack of Fit in Self Modeling Regression: Application to Pulse Waveforms
by Brumback Lyndia C & Tommet Douglas & Kronmal Richard
1-23 Estimation of Modified Concordance Ratio in Sib-Pairs: Effect of Consanguinity on the Risk of Congenital Heart Diseases
by Shoukri Mohamed M & Donner Allan & Dessouky Nadia Abdalla & Subhani Shazia & Al-Joufan Mansour & Al-Omrani Ahmed & Al-Mohanna Futwan & Al Halees Zohair Y

March 2010, Volume 6, Issue 1

1-14 A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null
by Martinez Josue G. & Carroll Raymond J & Muller Samuel & Sampson Joshua N. & Chatterjee Nilanjan
1-17 A Pseudo-EM Algorithm for Clustering Incomplete Longitudinal Data
by Shaikh Mateen & McNicholas Paul D & Desmond Anthony F
1-32 A Comparison of the Statistical Power of Different Methods for the Analysis of Repeated Cross-Sectional Cluster Randomization Trials with Binary Outcomes
by Austin Peter C
1-34 A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures
by Rebafka Tabea & Roueff François & Souloumiac Antoine
1-41 Confidence Intervals for Negative Binomial Random Variables of High Dispersion
by Shilane David & Evans Steven N & Hubbard Alan E.

October 2010, Volume 6, Issue 1

1-13 A Small Sample Correction for Estimating Attributable Risk in Case-Control Studies
by Rubin Daniel B
1-23 Interval Estimation of Some Epidemiological Measures of Association
by Zaihra Tasneem & Paul Sudhir
1-31 Survival Models in Health Economic Evaluations: Balancing Fit and Parsimony to Improve Prediction
by Jackson Christopher H & Sharples Linda D & Thompson Simon G
1-40 Two-Level Stochastic Search Variable Selection in GLMs with Missing Predictors
by Mitra Robin & Dunson David

July 2010, Volume 6, Issue 1

1-3 Rejoinder to Nancy Cook's Comment on "Measures to Summarize and Compare the Predictive Capacity of Markers"
by Pepe Margaret
1-6 Comment: Measures to Summarize and Compare the Predictive Capacity of Markers
by Cook Nancy R
1-20 Simple Nonparametric Confidence Regions for the Evaluation of Continuous-Scale Diagnostic Tests
by Adimari Gianfranco & Chiogna Monica
1-31 A Stochastic EM Type Algorithm for Parameter Estimation in Models with Continuous Outcomes, under Complex Ascertainment
by Grünewald Maria & Humphreys Keith & Hössjer Ola

April 2010, Volume 6, Issue 1

1-19 Evaluation of Incidence Rates in Pre-Clinical Studies Using a Williams-Type Procedure
by Hothorn Ludwig A & Sill Martin & Schaarschmidt Frank
1-20 Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures
by Austin Peter C
1-20 Ordinal Regression Models for Continuous Scales
by Manuguerra Maurizio & Heller Gillian Z
1-44 Simple, Efficient Estimators of Treatment Effects in Randomized Trials Using Generalized Linear Models to Leverage Baseline Variables
by Rosenblum Michael & van der Laan Mark J.

June 2010, Volume 6, Issue 1

1-26 A Unified Approach for Nonparametric Evaluation of Agreement in Method Comparison Studies
by Choudhary Pankaj K
1-37 A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors
by Sjolander Arvid & Vansteelandt Stijn & Humphreys Keith
1-46 Collaborative Targeted Maximum Likelihood for Time to Event Data
by Stitelman Ori M & van der Laan Mark J.

February 2010, Volume 6, Issue 1

1-16 Non-Markov Multistate Modeling Using Time-Varying Covariates, with Application to Progression of Liver Fibrosis due to Hepatitis C Following Liver Transplant
by Bacchetti Peter & Boylan Ross D & Terrault Norah A & Monto Alexander & Berenguer Marina

October 2009, Volume 5, Issue 1

1-49 Measures to Summarize and Compare the Predictive Capacity of Markers
by Gu Wen & Pepe Margaret

July 2009, Volume 5, Issue 1

1-21 On the Use of K-Fold Cross-Validation to Choose Cutoff Values and Assess the Performance of Predictive Models in Stepwise Regression
by Mahmood Zafar & Khan Salahuddin
1-27 Predicting Potential Placebo Effect in Drug Treated Subjects
by Petkova Eva & Tarpey Thaddeus & Govindarajulu Usha
1-40 Inference in Epidemic Models without Likelihoods
by McKinley Trevelyan & Cook Alex R & Deardon Robert

March 2009, Volume 5, Issue 1

1-26 A Note on Inferring Acyclic Network Structures Using Granger Causality Tests
by Nagarajan Radhakrishnan

June 2009, Volume 5, Issue 1

1-25 Semiparametrically Efficient Estimation of Conditional Instrumental Variables Parameters
by Kasy Maximilian
1-27 Optimal Sufficient Statistics for Parametric and Non-Parametric Multiple Simultaneous Hypothesis Testing
by Oba Shigeyuki & Ishii Shin
1-35 Mixed-Effects Poisson Regression Models for Meta-Analysis of Follow-Up Studies with Constant or Varying Durations
by Bagos Pantelis G & Nikolopoulos Georgios K

November 2009, Volume 5, Issue 1

1-19 Modeling Cumulative Incidences of Dementia and Dementia-Free Death Using a Novel Three-Parameter Logistic Function
by Cheng Yu
1-24 Mixed-Effects Models for Conditional Quantiles with Longitudinal Data
by Liu Yuan & Bottai Matteo

February 2009, Volume 5, Issue 1

1-22 IPCW Estimator for Kendall's Tau under Bivariate Censoring
by Lakhal Lajmi & Rivest Louis-Paul & Beaudoin David

April 2009, Volume 5, Issue 1

1-24 Type I Error Rates, Coverage of Confidence Intervals, and Variance Estimation in Propensity-Score Matched Analyses
by Austin Peter C
1-28 Regression Calibration for Dichotomized Mismeasured Predictors
by Natarajan Loki
1-35 Properties of the Projected Length of the Curve (PLC) and Area Swept out by the Curve (ASC) Indices for the Receiver Operating Characteristic (SROC) Curve
by Zhang Xuan & Walter Stephen D. & Agnihotram Ramanakumar V

May 2009, Volume 5, Issue 1

1-14 Measuring Agreement about Ranked Decision Choices for a Single Subject
by Riffenburgh Robert H & Johnstone Peter A
1-14 Power for Testing Multiple Instances of the Two One-Sided Tests Procedure
by Phillips Kem F
1-19 A Simulation Study of the Validity and Efficiency of Design-Adaptive Allocation to Two Groups in the Regression Situation
by Aickin Mikel
1-24 Modelling and Assessing Differential Gene Expression Using the Alpha Stable Distribution
by Salas-Gonzalez Diego & Kuruoglu Ercan E & Ruiz Diego P
1-24 A Nearly Exhaustive Search for CpG Islands on Whole Chromosomes
by Hsieh Fushing & Chen Shu-Chun & Pollard Katherine
1-25 Likelihood Estimation of Conjugacy Relationships in Linear Models with Applications to High-Throughput Genomics
by Caffo Brian S & Liu Dongmei & Scharpf Robert B. & Parmigiani Giovanni

September 2009, Volume 5, Issue 1

1-27 Using Generalized Additive Models to Detect and Estimate Threshold Associations
by Benedetti Andrea & Abrahamowicz Michal & Leffondré Karen & Goldberg Mark S. & Tamblyn Robyn

January 2009, Volume 5, Issue 1

1-21 The Comparison of Alternative Smoothing Methods for Fitting Non-Linear Exposure-Response Relationships with Cox Models in a Simulation Study
by Govindarajulu Usha S & Malloy Elizabeth J & Ganguli Bhaswati & Spiegelman Donna & Eisen Ellen A
1-22 A Non-Parametric Approach to Scale Reduction for Uni-Dimensional Screening Scales
by Liu Xinhua & Jin Zhezhen
1-25 Fitting Smooth-in-Time Prognostic Risk Functions via Logistic Regression
by Hanley James A & Miettinen Olli S
1-26 Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation
by Rose Sherri & van der Laan Mark J.
1-27 Estimating Complex Multi-State Misclassification Rates for Biopsy-Measured Liver Fibrosis in Patients with Hepatitis C
by Bacchetti Peter & Boylan Ross
1-30 Integration of Genetic Familial Dependence Structure in Latent Class Models
by Labbe Aurelie & Bureau Alexandre & Merette Chantal
1-46 Confidence Intervals for the Population Mean Tailored to Small Sample Sizes, with Applications to Survey Sampling
by Rosenblum Michael A & van der Laan Mark J.

September 2008, Volume 4, Issue 1

1-17 Testing for Associations with Missing High-Dimensional Categorical Covariates
by Schumi Jennifer & DiRienzo A. Gregory & DeGruttola Victor
1-24 Simple Optimal Weighting of Cases and Controls in Case-Control Studies
by Rose Sherri & van der Laan Mark J.
1-57 Estimation Based on Case-Control Designs with Known Prevalence Probability
by van der Laan Mark J.

May 2008, Volume 4, Issue 1

1-22 On the Plackett Distribution with Bivariate Censored Data
by Ghosh Debashis
1-26 Inference of the Haplotype Effect in a Matched Case-Control Study Using Unphased Genotype Data
by Sinha Samiran & Gruber Stephen B & Mukherjee Bhramar & Rennert Gad
1-40 Empirical Efficiency Maximization: Improved Locally Efficient Covariate Adjustment in Randomized Experiments and Survival Analysis
by Rubin Daniel B & van der Laan Mark J.

February 2008, Volume 4, Issue 1

1-19 Biclustering of Gene Expression Data by an Extension of Mixtures of Factor Analyzers
by Martella Francesca & Alfò Marco & Vichi Maurizio

January 2008, Volume 4, Issue 1

1-18 Two-Sample Tests of Area-Under-the-Curve in the Presence of Missing Data
by Spritzler John & DeGruttola Victor G & Pei Lixia
1-26 Interaction Trees with Censored Survival Data
by Su Xiaogang & Zhou Tianni & Yan Xin & Fan Juanjuan & Yang Song

October 2008, Volume 4, Issue 1

1-12 Joint Analysis of Current Status and Marker Data: An Extension of a Bivariate Threshold Model
by Tong Xingwei & He Xin & Sun Jianguo & Lee Mei-Ling T
1-27 Direct Effect Models
by van der Laan Mark J. & Petersen Maya L
1-28 A Marginal Mixture Model for Selecting Differentially Expressed Genes across Two Types of Tissue Samples
by Qiu Weiliang & He Wenqing & Wang Xiaogang & Lazarus Ross
1-30 Causal Inference from Longitudinal Studies with Baseline Randomization
by Toh Sengwee & Hernán Miguel A.

June 2008, Volume 4, Issue 1

1-9 Comment: Improved Local Efficiency and Double Robustness
by Tan Zhiqiang
1-16 Sample Size Estimation for Repeated Measures Analysis in Randomized Clinical Trials with Missing Data
by Lu Kaifeng & Luo Xiaohui & Chen Pei-Yun
1-20 Exact Calculations of Average Power for the Benjamini-Hochberg Procedure
by Glueck Deborah H & Mandel Jan & Karimpour-Fard Anis & Hunter Lawrence & Muller Keith E
1-22 Instrumental Variables vs. Grouping Approach for Reducing Bias Due to Measurement Error
by Batistatou Evridiki & McNamee Roseanne

July 2008, Volume 4, Issue 1

1-1 Rejoinder to Tan
by Rubin Daniel B. & van der Laan Mark J.
1-23 Missing Confounding Data in Marginal Structural Models: A Comparison of Inverse Probability Weighting and Multiple Imputation
by Moodie Erica E. M. & Delaney Joseph A.C. & Lefebvre Geneviève & Platt Robert W
1-26 Systematic Missing-At-Random (SMAR) Design and Analysis for Translational Research Studies
by Belitskaya-Levy Ilana & Shao Yongzhao & Goldberg Judith D
1-26 Pattern Mixture Models and Latent Class Models for the Analysis of Multivariate Longitudinal Data with Informative Dropouts
by Dantan Etienne & Proust-Lima Cécile & Letenneur Luc & Jacqmin-Gadda Helene
1-26 Statistical Models for Assessing Agreement in Method Comparison Studies with Replicate Measurements
by Carstensen Bendix & Simpson Julie & Gurrin Lyle C

April 2008, Volume 4, Issue 1

1-20 Extended Instrumental Variables Estimation for Overall Effects
by Joffe Marshall M & Small Dylan & Ten Have Thomas & Brunelli Steve & Feldman Harold I

June 2007, Volume 3, Issue 1

1-19 An Integrated Analysis of Individual and Aggregated Health Data Using Estimating Equations
by Martinez Jose Miguel & Benach Joan & Ginebra Josep & G. Benavides Fernando & Yasui Yutaka

August 2007, Volume 3, Issue 1

1-19 Multiple Imputation and Random Forests (MIRF) for Unobservable, High-Dimensional Data
by Nonyane Bareng A. S. & Foulkes Andrea S.

May 2007, Volume 3, Issue 1

1-17 Phase Variation in Child and Adolescent Growth
by Hermanussen Michael & Meigen Christof

March 2007, Volume 3, Issue 1

1-21 A Doubly Robust Censoring Unbiased Transformation
by Rubin Daniel & van der Laan Mark J.
1-28 Regression Analysis of Mean Lifetime: Exploring Nonlinear Relationship with Heteroscedasticity
by Sun Zhiping & Jiang Wenxin
1-38 Statistical Learning of Origin-Specific Statically Optimal Individualized Treatment Rules
by van der Laan Mark J. & Petersen Maya L
1-55 Causal Effect Models for Realistic Individualized Treatment and Intention to Treat Rules
by van der Laan Mark J. & Petersen Maya L

April 2007, Volume 3, Issue 1

1-18 The Analysis of Bivariate Truncated Data Using the Clayton Copula Model
by Wang Antai
1-24 Survival Instantaneous Log-odds Ratio from Empirical Functions
by Jung JungAh & Drane J. Wanzer

July 2007, Volume 3, Issue 1

1-18 The Benjamini-Hochberg Method in the Case of Discrete Test Statistics
by Ferreira José A.

December 2007, Volume 3, Issue 1

1-19 Modeling the Effect of Alzheimer's Disease on Mortality
by Johnson Elizabeth & Brookmeyer Ron & Ziegler-Graham Kathryn
1-25 Preference-Based Instrumental Variable Methods for the Estimation of Treatment Effects: Assessing Validity and Interpreting Results
by Brookhart M. Alan & Schneeweiss Sebastian

January 2007, Volume 3, Issue 1

1-17 A Resampling-Based Approach to Multiple Testing with Uncertainty in Phase
by Foulkes Andrea S & DeGruttola Victor G
1-23 Conditional Likelihood Inference in a Case-Cohort Design: An Application to Haplotype Analysis
by Saarela Olli & Kulathinal Sangita

October 2006, Volume 2, Issue 1

1-42 Estimating a Survival Distribution with Current Status Data and High-dimensional Covariates
by van der Vaart Aad & van der Laan Mark J.

February 2006, Volume 2, Issue 1

1-23 Statistical Classification of Abnormal Blood Profiles in Athletes
by Sottas Pierre-Edouard & Robinson Neil & Giraud Sylvain & Taroni Franco & Kamber Matthias & Mangin Patrice & Saugy Martial
1-33 Statistical Inference for Variable Importance
by van der Laan Mark J.

September 2006, Volume 2, Issue 1

1-17 Choice of Monitoring Mechanism for Optimal Nonparametric Functional Estimation for Binary Data
by Jewell Nicholas P. & van der Laan Mark J. & Shiboski Stephen
1-38 Approximate Power and Sample Size Calculations with the Benjamini-Hochberg Method
by Ferreira José António & Zwinderman Aeilko H

July 2006, Volume 2, Issue 1

1-24 Application of a Variable Importance Measure Method
by Birkner Merrill D. & van der Laan Mark J.
1-24 The Two Sample Problem for Multiple Categorical Variables
by DiRienzo A. G.

January 2006, Volume 2, Issue 1

1-34 A Regression Model for Dependent Gap Times
by Strawderman Robert L

December 2006, Volume 2, Issue 1

1-13 Modeling the Effect of a Preventive Intervention on the Natural History of Cancer: Application to the Prostate Cancer Prevention Trial
by Pinsky Paul & Etzioni Ruth & Howlader Nadia & Goodman Phyllis & Thompson Ian M
1-40 Targeted Maximum Likelihood Learning
by van der Laan Mark J. & Rubin Daniel

March 2006, Volume 2, Issue 1

1-28 Relationship between Derivatives of the Observed and Full Loglikelihoods and Application to Newton-Raphson Algorithm
by Commenges Daniel & Rondeau Virginie

November 2006, Volume 2, Issue 1

1-22 An Improved Akaike Information Criterion for Generalized Log-Gamma Regression Models
by Su Xiaogang & Tsai Chih-Ling

January 2006, Volume 1, Issue 1

1-20 Comparing Distribution Functions via Empirical Likelihood
by McKeague Ian W. & Zhao Yichuan

November 2005, Volume 1, Issue 1

1-41 History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens
by van der Laan Mark J. & Petersen Maya L & Joffe Marshall M

August 2005, Volume 1, Issue 1

1-29 Score Statistics for Current Status Data: Comparisons with Likelihood Ratio and Wald Statistics
by Banerjee Moulinath & Wellner Jon A.

May 2005, Volume 1, Issue 1

1-17 A Weighted Risk Set Estimator for Survival Distributions in Two-Stage Randomization Designs with Censored Survival Data
by Guo Xiang & Tsiatis Anastasios

June 2005, Volume 1, Issue 1

1-26 Some Variants of the Backcalculation Method for Estimation of Disease Incidence: An Application to Multiple Sclerosis Data from the Faroe Islands
by Jewell Nicholas P. & Lu Biao Wm.

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