Content
December 2018, Volume 10, Issue 3
- 491-505 Robust Rare-Variant Association Tests for Quantitative Traits in General Pedigrees
by Yunxuan Jiang & Karen N. Conneely & Michael P. Epstein - 506-519 Assessment of Noninferiority (and Equivalence) for Simple Crossover Trials Using Bayesian Approach
by Mingan Yang - 520-545 Tucker Tensor Regression and Neuroimaging Analysis
by Xiaoshan Li & Da Xu & Hua Zhou & Lexin Li - 546-567 Estimation of a Concordance Probability for Doubly Censored Time-to-Event Data
by Kenichi Hayashi & Yasutaka Shimizu - 568-586 Empirical Bayes Estimation and Prediction Using Summary-Level Information From External Big Data Sources Adjusting for Violations of Transportability
by Jason P. Estes & Bhramar Mukherjee & Jeremy M. G. Taylor - 587-608 Conditional Regression Based on a Multivariate Zero-Inflated Logistic-Normal Model for Microbiome Relative Abundance Data
by Zhigang Li & Katherine Lee & Margaret R. Karagas & Juliette C. Madan & Anne G. Hoen & A. James O’Malley & Hongzhe Li - 609-633 A Joint Modeling Approach for Longitudinal Data with Informative Observation Times and a Terminal Event
by Lianqiang Qu & Liuquan Sun & Xinyuan Song - 634-650 Extending Tests of Random Effects to Assess for Measurement Invariance in Factor Models
by Zhenzhen Zhang & Thomas M. Braun & Karen E. Peterson & Howard Hu & Martha M. Téllez-Rojo & Brisa N. Sánchez - 651-685 Joint Modeling of Multivariate Longitudinal Data and Competing Risks Using Multiphase Sub-models
by Jeevanantham Rajeswaran & Eugene H Blackstone & John Barnard
August 2018, Volume 10, Issue 2
- 283-296 Key Aspects of Modern, Quantitative Drug Development
by Eric Gibson & Frank Bretz & Michael Looby & Bjoern Bornkamp - 297-323 A New Overall-Subgroup Simultaneous Test for Optimal Inference in Biomarker-Targeted Confirmatory Trials
by Ilana Belitskaya-Lévy & Hui Wang & Mei-Chiung Shih & Lu Tian & Gheorghe Doros & Robert A. Lew & Ying Lu - 324-341 Adaptive Biomarker Population Selection in Phase III Confirmatory Trials with Time-to-Event Endpoints
by Xiaoyun Li & Cong Chen & Wen Li - 342-356 Auto-adaptive Alpha Allocation: A Strategy to Mitigate Risk on Study Assumptions
by Yue Shentu & Cong Chen & Lei Pang & Robert A. Beckman - 357-370 Population-Enrichment Adaptive Design Strategy for an Event-Driven Vaccine Efficacy Trial
by Shu-Chih Su & Xiaoming Li & Yanli Zhao & Ivan S. F. Chan - 371-404 Biomarker-Defined Subgroup Selection Adaptive Design for Phase III Confirmatory Trial with Time-to-Event Data: Comparing Group Sequential and Various Adaptive Enrichment Designs
by Rui Tang & Xiaoye Ma & Hui Yang & Michael Wolf - 405-419 Efficiency Considerations for Group Sequential Designs with Adaptive Unblinded Sample Size Re-assessment
by Lingyun Liu & Sam Hsiao & Cyrus R. Mehta - 420-438 Bayesian Adaptive Randomization and Trial Monitoring with Predictive Probability for Time-to-Event Endpoint
by Guosheng Yin & Nan Chen & J. Jack Lee - 439-459 Bayesian Design of Non-inferiority Clinical Trials Via the Bayes Factor
by Wenqing Li & Ming-Hui Chen & Xiaojing Wang & Dipak K. Dey - 460-472 Some Recent Advances on Statistical Approaches for Planning Multi-regional Clinical Trials
by H. M. James Hung & Xiangmin Zhang & Sue-Jane Wang - 473-489 Estimating Treatment Effects for Recurrent Events in the Presence of Rescue Medications: An Application to the Immune Thrombocytopenia Study
by Fei Gao & Donglin Zeng & Helen Wei & Xuena Wang & Joseph G. Ibrahim
April 2018, Volume 10, Issue 1
- 3-19 Base-Calling Using a Random Effects Mixture Model on Next-Generation Sequencing Data
by Ashley Cacho & Weixin Yao & Xinping Cui - 20-40 Detection of Differentially Methylated Regions Using Bayesian Curve Credible Bands
by Jincheol Park & Shili Lin - 41-58 A Two-Stage Hidden Markov Model Design for Biomarker Detection, with Application to Microbiome Research
by Yi-Hui Zhou & Paul Brooks & Xiaoshan Wang - 59-85 A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD
by Elin Shaddox & Francesco C. Stingo & Christine B. Peterson & Sean Jacobson & Charmion Cruickshank-Quinn & Katerina Kechris & Russell Bowler & Marina Vannucci - 86-106 Dissecting Pathway Disturbances Using Network Topology and Multi-platform Genomics Data
by Yuping Zhang & M. Henry Linder & Ali Shojaie & Zhengqing Ouyang & Ronglai Shen & Keith A. Baggerly & Veerabhadran Baladandayuthapani & Hongyu Zhao - 107-116 Efficiency of Enrichment Design for Pre–Post Trials with Binary Endpoint
by Yifan Wang & Huisong Sun & Hongkun Wang & Aiyi Liu - 117-138 A Powerful Test for SNP Effects on Multivariate Binary Outcomes Using Kernel Machine Regression
by Clemontina A. Davenport & Arnab Maity & Patrick F. Sullivan & Jung-Ying Tzeng - 139-159 A Multivariate Generalized Linear Model Approach to Mediation Analysis and Application of Confidence Ellipses
by Brandie D. Wagner & Miranda Kroehl & Ryan Gan & Susan K. Mikulich-Gilbertson & Scott D. Sagel & Paula D. Riggs & Talia Brown & Janet Snell-Bergeon & Gary O. Zerbe - 160-183 Second-Order Estimating Equations for Clustered Current Status Data from Family Studies Using Response-Dependent Sampling
by Yujie Zhong & Richard J. Cook - 184-201 Optimal Benchmark for Evaluating Drug-Combination Dose-Finding Clinical Trials
by Beibei Guo & Suyu Liu - 202-216 Residual Bootstrap Test for Interactions in Biomarker Threshold Models with Survival Data
by Parisa Gavanji & Bingshu E. Chen & Wenyu Jiang - 217-232 Efficient Two-Stage Designs and Proper Inference for Animal Studies
by Chunyan Cai & Jin Piao & Jing Ning & Xuelin Huang - 233-254 Estimation of Causal Effect Measures in the Presence of Measurement Error in Confounders
by Di Shu & Grace Y. Yi - 255-279 Valuing Sets of Potential Transplants in a Kidney Paired Donation Network
by Mathieu Bray & Wen Wang & Peter X.-K. Song & John D. Kalbfleisch
December 2017, Volume 9, Issue 2
- 317-319 Statistical Methods in Organ Failure and Transplantation
by Douglas E. Schaubel - 320-338 Strengthening Instrumental Variables Through Weighting
by Douglas Lehmann & Yun Li & Rajiv Saran & Yi Li - 339-356 Subdistribution Regression for Recurrent Events Under Competing Risks: with Application to Shunt Thrombosis Study in Dialysis Patients
by Chia-Hui Huang & Bowen Li & Chyong-Mei Chen & Weijing Wang & Yi-Hau Chen - 357-378 Dynamic Prediction of Renal Failure Using Longitudinal Biomarkers in a Cohort Study of Chronic Kidney Disease
by Liang Li & Sheng Luo & Bo Hu & Tom Greene - 379-405 Penalized Variable Selection for Multi-center Competing Risks Data
by Zhixuan Fu & Shuangge Ma & Haiqun Lin & Chirag R. Parikh & Bingqing Zhou - 406-430 Censoring-robust estimation in observational survival studies: Assessing the relative effectiveness of vascular access type on patency among end-stage renal disease patients
by Vinh Q. Nguyen & Daniel L. Gillen - 431-452 A LASSO Method to Identify Protein Signature Predicting Post-transplant Renal Graft Survival
by Ling Zhou & Lu Tang & Angela T. Song & Diane M. Cibrik & Peter X.-K. Song - 453-469 A Look-Ahead Strategy for Non-directed Donors in Kidney Paired Donation
by Wen Wang & Mathieu Bray & Peter X.-K. Song & John D. Kalbfleisch - 470-488 Methods for Contrasting Gap Time Hazard Functions: Application to Repeat Liver Transplantation
by Xu Shu & Douglas E. Schaubel - 489-503 Understanding Landmarking and Its Relation with Time-Dependent Cox Regression
by Hein Putter & Hans C. Houwelingen - 504-524 Joint Modeling of Repeated Measures and Competing Failure Events in a Study of Chronic Kidney Disease
by Wei Yang & Dawei Xie & Qiang Pan & Harold I. Feldman & Wensheng Guo - 525-542 Matching and Imputation Methods for Risk Adjustment in the Health Insurance Marketplaces
by Sherri Rose & Julie Shi & Thomas G. McGuire & Sharon-Lise T. Normand - 543-558 Big Data and Neuroimaging
by Yenny Webb-Vargas & Shaojie Chen & Aaron Fisher & Amanda Mejia & Yuting Xu & Ciprian Crainiceanu & Brian Caffo & Martin A. Lindquist - 559-581 Incorporating High-Dimensional Exposure Modelling into Studies of Air Pollution and Health
by Yi Liu & Gavin Shaddick & James V. Zidek - 582-604 Quantifying Infinite-Dimensional Data: Functional Data Analysis in Action
by Kehui Chen & Xiaoke Zhang & Alexander Petersen & Hans-Georg Müller - 605-621 Post-GWAS Prioritization Through Data Integration Provides Novel Insights on Chronic Obstructive Pulmonary Disease
by Qiongshi Lu & Chentian Jin & Jiehuan Sun & Russell Bowler & Katerina Kechris & Naftali Kaminski & Hongyu Zhao - 622-645 Classification of Large-Scale Remote Sensing Images for Automatic Identification of Health Hazards
by Mark A. Wolters & C. B. Dean - 646-661 Data Wisdom in Computational Genomics Research
by Haiyan Huang & Bin Yu - 662-675 N-of-1 Design and Its Applications to Personalized Treatment Studies
by Tailiang Xie & Zhuoxin Yu - 676-691 Structured Detection of Interactions with the Directed Lasso
by Hristina Pashova & Michael LeBlanc & Charles Kooperberg
June 2017, Volume 9, Issue 1
- 1-12 IPI59: An Actionable Biomarker to Improve Treatment Response in Serous Ovarian Carcinoma Patients
by J. Choi & S. Ye & K. H. Eng & K. Korthauer & W. H. Bradley & J. S. Rader & C. Kendziorski - 13-27 A Model-Based Approach for Species Abundance Quantification Based on Shotgun Metagenomic Data
by Eric Z. Chen & Frederic D. Bushman & Hongzhe Li - 28-49 Robust Bayesian FDR Control Using Bayes Factors, with Applications to Multi-tissue eQTL Discovery
by Xiaoquan Wen - 50-72 Annotation Regression for Genome-Wide Association Studies with an Application to Psychiatric Genomic Consortium Data
by Sunyoung Shin & Sündüz Keleş - 73-90 Improving Hierarchical Models Using Historical Data with Applications in High-Throughput Genomics Data Analysis
by Ben Li & Yunxiao Li & Zhaohui S. Qin - 91-104 ROC Curve Analysis in the Presence of Imperfect Reference Standards
by Peizhou Liao & Hao Wu & Tianwei Yu - 105-136 TROM: A Testing-Based Method for Finding Transcriptomic Similarity of Biological Samples
by Wei Vivian Li & Yiling Chen & Jingyi Jessica Li - 137-159 Testing for Associations of Opposite Directionality in a Heterogeneous Population
by Fangyuan Zhang & Jie Ding & Shili Lin - 160-177 Establishing Informative Prior for Gene Expression Variance from Public Databases
by Nan Li & Matthew N. McCall & Zhijin Wu - 178-199 Unit-Free and Robust Detection of Differential Expression from RNA-Seq Data
by Hui Jiang & Tianyu Zhan - 200-216 SIDEseq: A Cell Similarity Measure Defined by Shared Identified Differentially Expressed Genes for Single-Cell RNA sequencing Data
by Courtney Schiffman & Christina Lin & Funan Shi & Luonan Chen & Lydia Sohn & Haiyan Huang - 217-245 Prediction-Oriented Marker Selection (PROMISE): With Application to High-Dimensional Regression
by Soyeon Kim & Veerabhadran Baladandayuthapani & J. Jack Lee - 246-258 Links Between the Sequence Kernel Association and the Kernel-Based Adaptive Cluster Tests
by Weiming Zhang & Michael P. Epstein & Tasha E. Fingerlin & Debashis Ghosh - 259-283 Estimation of Stratified Mark-Specific Proportional Hazards Models Under Two-Phase Sampling with Application to HIV Vaccine Efficacy Trials
by Guangren Yang & Yanqing Sun & Li Qi & Peter B. Gilbert - 284-297 The Myth of Making Inferences for an Overall Treatment Efficacy with Data from Multiple Comparative Studies Via Meta-Analysis
by Takahiro Hasegawa & Brian Claggett & Lu Tian & Scott D. Solomon & Marc A. Pfeffer & Lee-Jen Wei - 298-315 Estimating a Treatment Effect in Residual Time Quantiles Under the Additive Hazards Model
by Luis Alexander Crouch & Cheng Zheng & Ying Qing Chen
October 2016, Volume 8, Issue 2
- 181-203 Marginalized Zero-Altered Models for Longitudinal Count Data
by Loni Philip Tabb & Eric J. Tchetgen Tchetgen & Greg A. Wellenius & Brent A. Coull - 204-219 The Use of Statistics in Health Sciences: Situation Analysis and Perspective
by Ricardo Ocaña-Riola - 220-233 Bivariate Mixed Effects Analysis of Clustered Data with Large Cluster Sizes
by Daowen Zhang & Jie Lena Sun & Karen Pieper - 234-252 Hypothesis Testing for an Exposure–Disease Association in Case–Control Studies Under Nondifferential Exposure Misclassification in the Presence of Validation Data: Bayesian and Frequentist Adjustments
by Mohammad Ehsanul Karim & Paul Gustafson - 253-263 Multiple Hypotheses in the Analysis of a Crossover Trial
by Yi Hao & John Kolassa - 264-283 Power and Effective Study Size in Heritability Studies
by Jesse D. Raffa & Elizabeth A. Thompson - 284-309 Statistical Challenges in Analyzing Methylation and Long-Range Chromosomal Interaction Data
by Zhaohui Qin & Ben Li & Karen N. Conneely & Hao Wu & Ming Hu & Deepak Ayyala & Yongseok Park & Victor X. Jin & Fangyuan Zhang & Han Zhang & Li Li & Shili Lin - 310-332 Multiple Imputation of Missing Composite Outcomes in Longitudinal Data
by Aidan G. O’Keeffe & Daniel M. Farewell & Brian D. M. Tom & Vernon T. Farewell - 333-350 Locally Weighted Score Estimation for Quantile Classification in Binary Regression Models
by John D. Rice & Jeremy M. G. Taylor - 351-357 Exact p-Values for Simon’s Two-Stage Designs in Clinical Trials
by Guogen Shan & Hua Zhang & Tao Jiang & Hanna Peterson & Daniel Young & Changxing Ma - 358-373 Bayesian Analysis of Composite Quantile Regression
by Rahim Alhamzawi - 374-394 Pathway crosstalk effects: shrinkage and disentanglement using a Bayesian hierarchical model
by Alin Tomoiaga & Peter Westfall & Michele Donato & Sorin Draghici & Sonia Hassan & Roberto Romero & Paola Tellaroli - 395-406 A Modified Risk Set Approach to Biomarker Evaluation Studies
by Debashis Ghosh
June 2016, Volume 8, Issue 1
- 1-7 Strategies for Genomic and Proteomic Profiling of Cancers
by Gilbert S. Omenn - 8-27 Performance of Biomarker-Based Subgroup Selection Rules in Adaptive Enrichment Designs
by Johannes Krisam & Meinhard Kieser - 28-42 Hybrid Mixture Model for Subpopulation Identification
by Hung-Chia Chen & James J. Chen - 43-65 Personalized Evaluation of Biomarker Value: A Cost-Benefit Perspective
by Ying Huang & Eric Laber - 66-76 A Two-Stage Adaptive Targeted Clinical Trial Design for Biomarker Performance-Based Sample Size Re-Estimation
by Zhong Gao & Anindya Roy & Ming Tan - 77-98 Permutation Testing for Treatment–Covariate Interactions and Subgroup Identification
by Jared C. Foster & Bin Nan & Lei Shen & Niko Kaciroti & Jeremy M. G. Taylor - 99-128 Bayesian Two-Stage Biomarker-Based Adaptive Design for Targeted Therapy Development
by Xuemin Gu & Nan Chen & Caimiao Wei & Suyu Liu & Vassiliki A. Papadimitrakopoulou & Roy S. Herbst & J. Jack Lee - 129-158 Impacts of Predictive Genomic Classifier Performance on Subpopulation-Specific Treatment Effects Assessment
by Sue-Jane Wang & Ming-Chung Li - 159-180 Subgroup-Based Adaptive (SUBA) Designs for Multi-arm Biomarker Trials
by Yanxun Xu & Lorenzo Trippa & Peter Müller & Yuan Ji