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December 2024, Volume 16, Issue 3
- 543-546 Building an Enhanced Publication Ecosystem for Statistical Innovation
by Hongkai Ji - 547-555 Leadership at the Intersection of Statistics & Genomics: A COPSS-NISS Leadership Webinar with Drs. Rafael Irizarry and Mingyao Li
by Jingyi Jessica Li - 556-577 Bayesian Modeling on Microbiome Data Analysis: Application to Subgingival Microbiome Study
by Yeongjin Gwon & Fang Yu & Jeffrey B. Payne & Ted R. Mikuls - 578-603 Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments
by Brian Kwan & Catherine A. Sugar & Qi Qian & Frederick Shic & Adam Naples & Scott P. Johnson & Sara J. Webb & Shafali Jeste & Susan Faja & April R. Levin & Geraldine Dawson & James C. McPartland & Damla Şentürk - 604-633 Use of Real-World EMR Data to Rapidly Evaluate Treatment Effects of Existing Drugs for Emerging Infectious Diseases: Remdesivir for COVID-19 Treatment as an Example
by Chenguang Zhang & Masayuki Nigo & Shivani Patel & Duo Yu & Edward Septimus & Hulin Wu - 634-667 Residual Diagnostic Methods for Bell-Type Count Models
by Hatice Tul Kubra Akdur & Duygu Kilic & Hulya Bayrak - 668-692 Marginal Structural Illness-Death Models for Semi-competing Risks Data
by Yiran Zhang & Andrew Ying & Steve Edland & Lon White & Ronghui Xu - 693-722 Statistical Methods for Selective Biomarker Testing
by A. Adam Ding & Natalie DelRocco & Samuel S. Wu - 723-741 Estimate Time-To-Infection (TTI) Vaccination Effect When TTI for Unvaccinated Group is Unknown
by Ding-Geng Chen & Yunro Chung & Kassu Mehari Beyene - 742-760 Integrative Classification Using Structural Equation Modeling of Homeostasis
by Hong-Bin Fang & Hengzhen Huang & Ao Yuan & Ruzong Fan & Ming T. Tan - 761-786 Multivariate Varying Coefficient Spatiotemporal Model
by Qi Qian & Danh V. Nguyen & Esra Kürüm & Connie M. Rhee & Sudipto Banerjee & Yihao Li & Damla Şentürk - 787-800 Nonparametric Estimation of Proportional Hazards with Monotone Baseline Hazard and Covariate Effect
by Yunro Chung - 801-823 Predicting the Content of the Main Components of Gardeniae Fructus Praeparatus Based on Deep Learning
by Chongyang Wang & Yun Wang & Pengle Cheng & Cun Zhang & Ying Huang - 824-853 Promotion Time Cure Model with Local Polynomial Estimation
by Li-Hsiang Lin & Li-Shan Huang - 854-881 SFU: Surface-Free Utility-Based Design for Dose Optimization in Cancer Drug Combination Trials
by Jingyi Zhang & Nolan A. Wages & Ruitao Lin
July 2024, Volume 16, Issue 2
- 319-320 Advancing Statistical Approaches for Modeling Exposure Mixtures and Health Outcomes
by Zhen Chen & Paul S. Albert - 321-346 Power Analysis of Exposure Mixture Studies Via Monte Carlo Simulations
by Phuc H. Nguyen & Amy H. Herring & Stephanie M. Engel - 347-376 Use of Generalized Propensity Scores for Assessing Effects of Multiple Exposures
by Kecheng Li & Tugba Akkaya-Hocagil & Richard J. Cook & Louise M. Ryan & R. Colin Carter & Khue-Dung Dang & Joseph L. Jacobson & Sandra W. Jacobson - 377-394 Modeling Historic Arsenic Exposures and Spatial Risk for Bladder Cancer
by Joseph Boyle & Mary H. Ward & Stella Koutros & Margaret R. Karagas & Molly Schwenn & Alison T. Johnson & Debra T. Silverman & David C. Wheeler - 395-415 Detecting Shape-Based Interactions Among Environmental Chemicals Using an Ensemble of Exposure-Mixture Regression and Interpretable Machine Learning Tools
by Vishal Midya & Chris Gennings - 416-434 Evaluating Effects of Various Exposures on Mortality Risk of Opioid Use Disorders with Linked Administrative Databases
by Trevor J. Thomson & X. Joan Hu & Bohdan Nosyk - 435-458 Statistical Methods for Modeling Exposure Variables Subject to Limit of Detection
by Eunsil Seok & Akhgar Ghassabian & Yuyan Wang & Mengling Liu - 459-481 Considerations and Targeted Approaches to Identifying Bad Actors in Exposure Mixtures
by Alexander P. Keil & Katie M. O’Brien - 482-502 Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions
by Shelley H. Liu & Yitong Chen & Jordan R. Kuiper & Emily Ho & Jessie P. Buckley & Leah Feuerstahler - 503-519 A Comparison of Statistical Methods for Studying Interactions of Chemical Mixtures
by Debamita Kundu & Sungduk Kim & Mary H. Ward & Paul S. Albert - 520-541 A Variance-Based Sensitivity Analysis Approach for Identifying Interactive Exposures
by Ruijin Lu & Boya Zhang & Anna Birukov & Cuilin Zhang & Zhen Chen
April 2024, Volume 16, Issue 1
- 1-24 On Estimation of the Effect Lag of Predictors and Prediction in a Functional Linear Model
by Haiyan Liu & Georgios Aivaliotis & Vijay Kumar & Jeanine Houwing-Duistermaat - 25-44 Classification of Free-Living Body Posture with ECG Patch Accelerometers: Application to the Multicenter AIDS Cohort Study
by Lacey H. Etzkorn & Amir S. Heravi & Nicolas D. Knuth & Katherine C. Wu & Wendy S. Post & Jacek K. Urbanek & Ciprian M. Crainiceanu - 45-68 Doubly Robust Semiparametric Estimation for Multi-group Causal Comparisons
by Anqi Yin & Ao Yuan & Ming T. Tan - 69-85 A Unified Decision Framework for Phase I Dose-Finding Designs
by Yunshan Duan & Shijie Yuan & Yuan Ji & Peter Mueller - 86-106 Joint Modeling of Geometric Features of Longitudinal Process and Discrete Survival Time Measured on Nested Timescales: An Application to Fecundity Studies
by Abhisek Saha & Ling Ma & Animikh Biswas & Rajeshwari Sundaram - 107-128 Mediation Analysis with Random Distribution as Mediator with an Application to iCOMPARE Trial
by Jingru Zhang & Mathias Basner & Christopher W. Jones & David F. Dinges & Haochang Shou & Hongzhe Li - 129-141 Improving the Power to Detect Indirect Effects in Mediation Analysis
by John Kidd & Dan-Yu Lin - 142-164 Detecting Disease Outbreak Regions Using Multiple Data Streams
by Sesha Dassanayake & Joshua P. French - 165-184 Tweedie Distributions for Biological Sequences Alignments
by Ben Hassen Hanen & Masmoudi Khalil & Masmoudi Afif - 185-202 Variable Selection for Nonlinear Covariate Effects with Interval-Censored Failure Time Data
by Tian Tian & Jianguo Sun - 203-220 Efficient Estimation of Semiparametric Transformation Model with Interval-Censored Data in Two-Phase Cohort Studies
by Fei Gao & Kwun Chuen Gary Chan - 221-249 Bayesian Inference for High Dimensional Cox Models with Gaussian and Diffused-Gamma Priors: A Case Study of Mortality in COVID-19 Patients Admitted to the ICU
by Jiyeon Song & Subharup Guha & Yi Li - 250-264 Statistical Learning of Large-Scale Genetic Data: How to Run a Genome-Wide Association Study of Gene-Expression Data Using the 1000 Genomes Project Data
by Anton Sugolov & Eric Emmenegger & Andrew D. Paterson & Lei Sun - 265-289 Understanding Effective Virus Control Policies for Covid-19 with the Q-learning Method
by Yasin Khadem Charvadeh & Grace Y. Yi - 290-317 Bivariate Analysis of Birth Weight and Gestational Age by Bayesian Distributional Regression with Copulas
by Jonathan Rathjens & Arthur Kolbe & Jürgen Hölzer & Katja Ickstadt & Nadja Klein - 318-318 Retraction Note: Positive Stable Shared Frailty Models Based on Additive Hazards
by David D. Hanagal
December 2023, Volume 15, Issue 3
- 541-544 Introduction to Special Issue on Machine Learning Algorithms in Genomics and Genetics
by Yingying Wei - 545-561 Estimating Heterogeneous Treatment Effect on Multivariate Responses Using Random Forests
by Boyi Guo & Hannah D. Holscher & Loretta S. Auvil & Michael E. Welge & Colleen B. Bushell & Janet A. Novotny & David J. Baer & Nicholas A. Burd & Naiman A. Khan & Ruoqing Zhu - 562-582 Integrative Structural Learning of Mixed Graphical Models via Pseudo-likelihood
by Qingyang Liu & Yuping Zhang - 583-607 Simultaneous Learning the Dimension and Parameter of a Statistical Model with Big Data
by Long Wang & Fangzheng Xie & Yanxun Xu - 608-632 Nonnegative Matrix Factorization with Group and Basis Restrictions
by Phillip Shreeves & Jeffrey L. Andrews & Xinchen Deng & Ramie Ali-Adeeb & Andrew Jirasek - 633-656 scPI: A Scalable Framework for Probabilistic Inference in Single-Cell RNA-Sequencing Data Analysis
by Jingsi Ming & Jia Zhao & Can Yang - 657-668 An Artificial Intelligence Approach for Gene Editing Off-Target Quantification: Convolutional Self-attention Neural Network Designs and Considerations
by Jiecong Lin & Xingjian Chen & Ka-Chun Wong - 669-691 A Unified Bayesian Framework for Bi-overlapping-Clustering Multi-omics Data via Sparse Matrix Factorization
by Fangting Zhou & Kejun He & James J. Cai & Laurie A. Davidson & Robert S. Chapkin & Yang Ni - 692-718 Detection of Cell Separation-Induced Gene Expression Through a Penalized Deconvolution Approach
by An-Shun Tai & Chun-Chao Wang & Wen-Ping Hsieh - 719-733 Bayesian Joint Modeling of Single-Cell Expression Data and Bulk Spatial Transcriptomic Data
by Jinge Yu & Qiuyu Wu & Xiangyu Luo - 734-736 Unlocking Cellular Insights Through Cell-Type Decomposition
by Xiaoyu Song - 737-749 AI-Powered Bayesian Statistics in Biomedicine
by Qiwei Li
July 2023, Volume 15, Issue 2
- 309-329 Longitudinal Associations Between Timing of Physical Activity Accumulation and Health: Application of Functional Data Methods
by Wenyi Lin & Jingjing Zou & Chongzhi Di & Dorothy D. Sears & Cheryl L. Rock & Loki Natarajan - 330-352 Properties of the Estimators of the Cox Regression Model with Imputed Data
by Luciana Carla Chiapella & Marta Beatriz Quaglino & María Eugenia Mamprin - 353-371 Evaluating Dynamic Discrimination Performance of Risk Prediction Models for Survival Outcomes
by Jing Zhang & Jing Ning & Ruosha Li - 372-383 Simultaneous Confidence Band Approach for Comparison of COVID-19 Case Counts
by Q. Shao - 384-396 On the Methodological Aspects of the Clinical Trials for COVID-19 Conducted in the First Year of the Pandemic: A Descriptive Analysis
by Eleni Georgiadi & Athanasios Sachlas - 397-418 Bayesian Index Models for Heterogeneous Treatment Effects on a Binary Outcome
by Hyung G. Park & Danni Wu & Eva Petkova & Thaddeus Tarpey & R. Todd Ogden - 419-429 A Non-parametric Test Based on Local Pairwise Comparisons of Patients for Single and Composite Endpoints
by Xuan Ye & Heng Li - 430-454 Analysis of the Cox Model with Longitudinal Covariates with Measurement Errors and Partly Interval Censored Failure Times, with Application to an AIDS Clinical Trial
by Yanqing Sun & Qingning Zhou & Peter B. Gilbert - 455-474 Semiparametric Trend Analysis for Stratified Recurrent Gap Times Under Weak Comparability Constraint
by Peng Liu & Yijian Huang & Kwun Chuen Gary Chan & Ying Qing Chen - 475-489 Clinical Trial Design—What is the Critical Question for Decision-Making?
by Jingjing Ye & Hong Tian & Xiang Tony Guo & Naitee Ting - 490-509 Bayesian Analysis of Multivariate Matched Proportions with Sparse Response
by Mark J. Meyer & Haobo Cheng & Katherine Hobbs Knutson - 510-539 Evaluation of Designs and Estimation Methods Under Response-Dependent Two-Phase Sampling for Genetic Association Studies
by Brady Ryan & Ananthika Nirmalkanna & Candemir Cigsar & Yildiz E. Yilmaz
April 2023, Volume 15, Issue 1
- 1-30 New Confidence Intervals for Relative Risk of Two Correlated Proportions
by Natalie DelRocco & Yipeng Wang & Dongyuan Wu & Yuting Yang & Guogen Shan - 31-56 Impact of the Error Structure on the Design and Analysis of Enzyme Kinetic Models
by Elham Yousefi & Werner G. Müller - 57-113 Using Controlled Feeding Study for Biomarker Development in Regression Calibration for Disease Association Estimation
by Cheng Zheng & Yiwen Zhang & Ying Huang & Ross Prentice - 114-140 Bayesian Framework for Causal Inference with Principal Stratification and Clusters
by Li He & Yu-Bo Wang & William C. Bridges & Zhulin He & S. Megan Che - 141-162 Irregular Shaped Small Nodule Detection Using a Robust Scan Statistic
by Ali Abolhassani & Marcos O. Prates & Safieh Mahmoodi - 163-192 A Step-Wise Multiple Testing for Linear Regression Models with Application to the Study of Resting Energy Expenditure
by Junyi Zhang & Zimian Wang & Zhezhen Jin & Zhiliang Ying - 193-216 A New Algorithm for Convex Biclustering and Its Extension to the Compositional Data
by Binhuan Wang & Lanqiu Yao & Jiyuan Hu & Huilin Li - 217-241 Semiparametric Density Ratio Model for Survival Data with a Cure Fraction
by Weibin Zhong & Guoqing Diao - 242-260 On High-Dimensional Covariate Adjustment for Estimating Causal Effects in Randomized Trials with Survival Outcomes
by Ran Dai & Cheng Zheng & Mei-Jie Zhang - 261-287 A Functional Model for Studying Common Trends Across Trial Time in Eye Tracking Experiments
by Mingfei Dong & Donatello Telesca & Catherine Sugar & Frederick Shic & Adam Naples & Scott P. Johnson & Beibin Li & Adham Atyabi & Minhang Xie & Sara J. Webb & Shafali Jeste & Susan Faja & April R. Levin & Geraldine Dawson & James C. McPartland & Damla Şentürk - 288-308 A Perception-Augmented Hidden Markov Model for Parent–Child Relations in Families of Youth with Type 1 Diabetes
by Ruijin Lu & Tonja R. Nansel & Zhen Chen
December 2022, Volume 14, Issue 3
- 363-379 A Weighted Sample Framework to Incorporate External Calculators for Risk Modeling
by Debashis Ghosh & Michael S. Sabel - 380-412 A New Bayesian Two-Sample t Test and Solution to the Behrens–Fisher Problem Based on Gaussian Mixture Modelling with Known Allocations
by Riko Kelter - 413-431 Efficacy-Driven Dose Finding with Toxicity Control in Phase I Oncology Studies
by Qingyang Liu & Junxian Geng & Frank Fleischer & Qiqi Deng - 432-451 High-Dimensional Mediation Analysis with Applications to Causal Gene Identification
by Qi Zhang - 452-484 A Model-Based Approach to Assess Epidemic Risk
by Hugo Dolan & Riccardo Rastelli - 485-513 Characterizing Spatiotemporal Transcriptome of the Human Brain Via Low-Rank Tensor Decomposition
by Tianqi Liu & Ming Yuan & Hongyu Zhao - 514-532 Epistasis Detection via the Joint Cumulant
by Randall Reese & Guifang Fu & Geran Zhao & Xiaotian Dai & Xiaotian Li & Kenneth Chiu - 533-549 Fast Multivariate Probit Estimation via a Two-Stage Composite Likelihood
by Bryan Ting & Fred Wright & Yi-Hui Zhou - 550-563 Estimation of the Proportional Mean Residual Life Model with Internal and Longitudinal Covariates
by Ruiwen Zhou & Jianguo Sun - 564-581 Targeted Search for Individualized Clinical Decision Rules to Optimize Clinical Outcomes
by Yanqing Wang & Yingqi Zhao & Yingye Zheng - 582-610 A Generalized Interrupted Time Series Model for Assessing Complex Health Care Interventions
by Maricela Cruz & Hernando Ombao & Daniel L. Gillen
July 2022, Volume 14, Issue 2
- 193-196 Introduction to Special Issue on Leveraging External Data to Improve Trial Efficiency
by Lanju Zhang & Naitee Ting - 197-215 Flexible Conditional Borrowing Approaches for Leveraging Historical Data in the Bayesian Design of Superiority Trials
by Wenlin Yuan & Ming-Hui Chen & John Zhong - 216-236 A Simple Approach to Incorporating Historical Control Data in Clinical Trial Design and Analysis
by Lanju Zhang & Zailong Wang & Li Wang & Lu Cui & Jeremy Sokolove & Ivan Chan - 237-258 Leveraging Natural History Data in One- and Two-Arm Hierarchical Bayesian Studies of Rare Disease Progression
by Arnaud Monseur & Bradley P. Carlin & Bruno Boulanger & Andreea Seferian & Laurent Servais & Chris Freitag & Leen Thielemans - 259-284 A Simulation-Based Evaluation of Statistical Methods for Hybrid Real-World Control Arms in Clinical Trials
by Mingyang Shan & Douglas Faries & Andy Dang & Xiang Zhang & Zhanglin Cui & Kristin M. Sheffield - 285-303 Building an External Control Arm for Development of a New Molecular Entity: An Application in a Recurrent Glioblastoma Trial for MDNA55
by Antara Majumdar & Ruthanna Davi & Martin Bexon & Chandtip Chandhasin & Melissa Coello & Fahar Merchant & Nina Merchant - 304-317 Clinical Trials with External Control: Beyond Propensity Score Matching
by Hongwei Wang & Yixin Fang & Weili He & Ruizhe Chen & Su Chen - 318-336 A Power Prior Approach for Leveraging External Longitudinal and Competing Risks Survival Data Within the Joint Modeling Framework
by Md. Tuhin Sheikh & Ming-Hui Chen & Jonathan A. Gelfond & Joseph G. Ibrahim - 337-351 Improving Early Futility Determination by Learning from External Data in Pediatric Cancer Clinical Trials
by Jingjing Ye & Gregory Reaman - 352-362 Optimal Biomarker Cutoff Identification and Validation
by Jianan Hui & Wenchuan Guo
April 2022, Volume 14, Issue 1
- 1-22 Discriminatory Capacity of Prenatal Ultrasound Measures for Large-for-Gestational-Age Birth: A Bayesian Approach to ROC Analysis Using Placement Values
by Soutik Ghosal & Zhen Chen - 23-41 Using Copulas for Bayesian Meta-analysis
by Savita Jain & Suresh K. Sharma & Kanchan Jain - 42-65 Correlated Positive Stable Frailty Models Based on Reversed Hazard Rate
by David D. Hanagal - 66-78 Exposure Adjusted Incidence Rate and Event Rate in Clinical Trials with Treatment Crossover
by Yunxia Sui & Ruofei Zhao & Yihan Li & Xin Wang - 79-89 Augmenting Both Arms of a Randomized Controlled Trial Using External Data: An Application of the Propensity Score-Integrated Approaches
by Heng Li & Wei-Chen Chen & Chenguang Wang & Nelson Lu & Changhong Song & Ram Tiwari & Yunling Xu & Lilly Q. Yue - 90-103 Sample Size Re-estimation with the Com-Nougue Method to Evaluate Treatment Effect
by Jin Wang - 104-104 Correction to: Sample Size Re-estimation with the Com-Nougue Method to Evaluate Treatment Effect
by Jin Wang - 105-138 Estimation of Discrete Survival Function through Modeling Diagnostic Accuracy for Mismeasured Outcome Data
by Hee-Koung Joeng & Abidemi K. Adeniji & Naitee Ting & Ming-Hui Chen - 139-157 Assessments of Conditional and Unconditional Type I Error Probabilities for Bayesian Hypothesis Testing with Historical Data Borrowing
by Hui Quan & Xiaofei Chen & Xun Chen & Xiaodong Luo - 158-174 Optimal and/or Efficient Cross-Over Designs Balanced for Carry-Over of Active Treatments
by Jigneshkumar Gondaliya & Jyoti Divecha - 175-190 Is 14-Days a Sensible Quarantine Length for COVID-19? Examinations of Some Associated Issues with a Case Study of COVID-19 Incubation Times
by Yasin Khadem Charvadeh & Grace Y. Yi & Yuan Bian & Wenqing He - 191-191 Correction to: Is 14-Days a Sensible Quarantine Length for COVID-19? Examinations of Some Associated Issues with a Case Study of COVID-19 Incubation Times
by Yasin Khadem Charvadeh & Grace Y. Yi & Yuan Bian & Wenqing He
December 2021, Volume 13, Issue 3
- 373-385 A Statistical Method for Association Analysis of Cell Type Compositions
by Licai Huang & Paul Little & Jeroen R. Huyghe & Qian Shi & Tabitha A. Harrison & Greg Yothers & Thomas J. George & Ulrike Peters & Andrew T. Chan & Polly A. Newcomb & Wei Sun - 386-401 Improved Semiparametric Analysis of Polygenic Gene–Environment Interactions in Case–Control Studies
by Tianying Wang & Alex Asher - 402-430 An Application of the Cure Model to a Cardiovascular Clinical Trial
by Varadan Sevilimedu & Shuangge Ma & Pamela Hartigan & Tassos C. Kyriakides - 431-453 RETRACTED ARTICLE: Positive Stable Shared Frailty Models Based on Additive Hazards
by David D. Hanagal - 454-478 Enhanced Doubly Robust Procedure for Causal Inference
by Ao Yuan & Anqi Yin & Ming T. Tan - 479-494 Average Response over Time as Estimand: An Alternative Implementation of the While on Treatment Strategy
by Naitee Ting & Lihong Huang & Qiqi Deng & Joseph C. Cappelleri - 495-523 Spatial Weighted Analysis of Malnutrition Among Children in Nigeria: A Bayesian Approach
by Osafu Augustine Egbon & Omodolapo Somo-Aina & Ezra Gayawan - 524-542 Intergenerational Associations Between Maternal Diet and Childhood Adiposity: A Bayesian Regularized Mediation Analysis
by Yu-Bo Wang & Cuilin Zhang & Zhen Chen - 543-562 Penalized Latent Dirichlet Allocation Model in Single-Cell RNA Sequencing
by Xiaotian Wu & Hao Wu & Zhijin Wu - 563-583 An Efficient Segmentation Algorithm to Estimate Sleep Duration from Actigraphy Data
by Jonggyu Baek & Magaret Banker & Erica C. Jansen & Xichen She & Karen E. Peterson & E. Andrew Pitchford & Peter X. K. Song
July 2021, Volume 13, Issue 2
- 197-199 Introduction to Special Issue on Statistics in Microbiome and Metagenomics
by Huilin Li & Hongzhe Li - 200-216 Robust and Powerful Differential Composition Tests for Clustered Microbiome Data
by Zheng-Zheng Tang & Guanhua Chen - 217-242 Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications
by Patrick L. Combettes & Christian L. Müller - 243-266 Modeling Longitudinal Microbiome Compositional Data: A Two-Part Linear Mixed Model with Shared Random Effects
by Yongli Han & Courtney Baker & Emily Vogtmann & Xing Hua & Jianxin Shi & Danping Liu - 267-290 An Approach to Analyze Longitudinal Zero-Inflated Microbiome Count Data Using Two-Stage Mixed Effects Models
by Jian Wang & Cielito C. Reyes-Gibby & Sanjay Shete - 291-312 Distance-Based Analysis with Quantile Regression Models
by Shaoyu Li & Yanqing Sun & Liyang Diao & Xue Wang - 313-328 Testing for Mediation Effect with Application to Human Microbiome Data
by Haixiang Zhang & Jun Chen & Zhigang Li & Lei Liu - 329-350 Microbial Interaction Network Estimation via Bias-Corrected Graphical Lasso
by Duo Jiang & Thomas Sharpton & Yuan Jiang - 351-372 Joint Microbial and Metabolomic Network Estimation with the Censored Gaussian Graphical Model
by Jing Ma
April 2021, Volume 13, Issue 1
- 1-17 On a Statistical Transmission Model in Analysis of the Early Phase of COVID-19 Outbreak
by Yifan Zhu & Ying Qing Chen - 18-33 A Super Scalable Algorithm for Short Segment Detection
by Ning Hao & Yue Selena Niu & Feifei Xiao & Heping Zhang - 34-55 A General Approach to Sensitivity Analysis for Mendelian Randomization
by Weiming Zhang & Debashis Ghosh - 56-76 Joint Spatial Modelling of Childhood Morbidity in West Africa Using a Distributional Bivariate Probit Model
by Ezra Gayawan & Funmilayo Adenike Fadiji - 77-89 Chi-Square Type Goodness-of-Fit Test for Hazard Rate
by Ralph-Antoine Vital & Prakash N. Patil - 90-128 Quantile-Based Subgroup Identification for Randomized Clinical Trials
by Youngjoo Cho & Debashis Ghosh - 129-141 Bayesian Quantile Bent-Cable Growth Models for Longitudinal Data with Skewness and Detection Limit
by Getachew A. Dagne - 142-159 Competing Risks Model with Short-Term and Long-Term Covariate Effects for Cancer Studies
by Guoqing Diao & Anand N. Vidyashankar & Sarah Zohar & Sandrine Katsahian - 160-177 Can the Concept Be Proven?
by Ying-Ying Zhang & Naitee Ting - 178-195 Regression Analysis of Mixed Panel-Count Data with Application to Cancer Studies
by Yimei Li & Liang Zhu & Lei Liu & Leslie L. Robison
December 2020, Volume 12, Issue 3
- 263-266 Introduction to Special Issue on ‘Statistical Methods for HIV/AIDS Research’
by Ying Qing Chen - 267-278 A Method for Estimating the Proportion of HIV-Infected Persons That Have Been Diagnosed and Application to China
by Ron Brookmeyer & Zunyou Wu - 279-294 Comparison of HIV Prevalence Among Antenatal Clinic Attendees Estimated from Routine Testing and Unlinked Anonymous Testing
by Ben Sheng & Jeffrey W. Eaton & Mary Mahy & Le Bao - 295-323 Measuring Surrogacy in Clinical Research
by Rui Zhuang & Ying Qing Chen - 324-339 Generating Survival Times Using Cox Proportional Hazards Models with Cyclic and Piecewise Time-Varying Covariates
by Yunda Huang & Yuanyuan Zhang & Zong Zhang & Peter B. Gilbert - 340-352 On a Shape-Invariant Hazard Regression Model with application to an HIV Prevention Study of Mother-to-Child Transmission
by Cheng Zheng & Ying Qing Chen - 353-375 Methods for Feature Selection in Down-Selection of Vaccine Regimens Based on Multivariate Immune Response Endpoints
by Ying Huang & Aliasghar Tarkhan - 376-398 Variable Selection in Threshold Regression Model with Applications to HIV Drug Adherence Data
by Takumi Saegusa & Tianzhou Ma & Gang Li & Ying Qing Chen & Mei-Ling Ting Lee - 399-415 A Simulation Study of Statistical Approaches to Data Analysis in the Stepped Wedge Design
by Yuqi Ren & James P. Hughes & Patrick J. Heagerty - 416-416 Correction to: A Simulation Study of Statistical Approaches to Data Analysis in the Stepped Wedge Design
by Yuqi Ren & James P. Hughes & Patrick J. Heagerty - 417-445 Deductive Semiparametric Estimation in Double-Sampling Designs with Application to PEPFAR
by Tianchen Qian & Constantine Frangakis & Constantin Yiannoutsos - 446-467 Design and Analysis Considerations for a Sequentially Randomized HIV Prevention Trial
by David Benkeser & Keith Horvath & Cathy J. Reback & Joshua Rusow & Michael Hudgens - 468-494 Designing HIV Vaccine Efficacy Trials in the Context of Highly Effective Non-vaccine Prevention Modalities
by Holly Janes & Yifan Zhu & Elizabeth R. Brown
July 2020, Volume 12, Issue 2
- 79-82 Introduction to Special Issue on ‘Statistical Methods for Cancer Immunotherapy’
by Bo Huang & Naitee Ting - 83-103 Assessing Treatment Benefit in Immuno-oncology
by Marc Buyse & Everardo D. Saad & Tomasz Burzykowski & Julien Péron - 104-123 Flexible Phase I–II Design for Partially Ordered Regimens with Application to Therapeutic Cancer Vaccines
by Nolan A. Wages & Craig L. Slingluff - 124-145 PoD-TPI: Probability-of-Decision Toxicity Probability Interval Design to Accelerate Phase I Trials
by Tianjian Zhou & Wentian Guo & Yuan Ji - 146-166 A Curve-Free Bayesian Decision-Theoretic Design for Phase Ia/Ib Trials Considering Both Safety and Efficacy Outcomes
by Shenghua Fan & Bee Leng Lee & Ying Lu - 167-179 A Bayesian Method for the Detection of Proof of Concept in Early Phase Oncology Studies with a Basket Design
by Jin Jin & Qianying Liu & Wei Zheng & Zhenming Shun & Tun Tun Lin & Lei Gao & Yingwen Dong - 180-195 On the Use of Marker Strategy Design to Detect Predictive Marker Effect in Cancer Immunotherapy and Targeted Therapy
by Yan Han & Ying Yuan & Sha Cao & Muyi Li & Yong Zang - 196-215 Impact of Clinical Center Variation on Efficiency of Exploratory Umbrella Design
by Fang Liu & Nicole Li & Wen Li & Cong Chen - 216-224 Some Meaningful Weighted Log-Rank and Weighted Win Loss Statistics
by Xiaodong Luo & Hui Quan - 225-245 On Weighted Log-Rank Combination Tests and Companion Cox Model Estimators
by Larry F. León & Ray Lin & Keaven M. Anderson - 246-262 Efficient Estimation of Mann–Whitney-Type Effect Measures for Right-Censored Survival Outcomes in Randomized Clinical Trials
by Zhiwei Zhang & Wei Li & Hui Zhang
April 2020, Volume 12, Issue 1
- 1-22 Two-Way Horizontal and Vertical Omics Integration for Disease Subtype Discovery
by Zhiguang Huo & Li Zhu & Tianzhou Ma & Hongcheng Liu & Song Han & Daiqing Liao & Jinying Zhao & George Tseng - 23-36 A Likelihood-Based Approach for the Analysis of Longitudinal Clinical Trials with Return-to-Baseline Imputation
by Yilong Zhang & Gregory Golm & Guanghan Liu - 37-62 A Mixture Model for Bivariate Interval-Censored Failure Times with Dependent Susceptibility
by Shu Jiang & Richard J. Cook - 63-77 A Geometry-Based Multiple Testing Correction for Contingency Tables by Truncated Normal Distribution
by Tapati Basak & Kazuhisa Nagashima & Satoshi Kajimoto & Takahisa Kawaguchi & Yasuharu Tabara & Fumihiko Matsuda & Ryo Yamada
December 2019, Volume 11, Issue 3
- 477-503 Calibrating Variations in Biomarker Measures for Improving Prediction with Time-to-event Outcomes
by Cheng Zheng & Yingye Zheng - 504-523 Likelihood-Based Methods for Assessing Principal Surrogate Endpoints in Vaccine Trials
by Ying Huang & Shibasish Dasgupta - 524-547 A Model-Based Approach to Detection Limits in Studying Environmental Exposures and Human Fecundity
by Sungduk Kim & Zhen Chen & Neil J. Perkins & Enrique F. Schisterman & Germaine M. Buck Louis - 548-566 Nonparametric Time-Varying Coefficient Models for Panel Data
by Huazhen Lin & Hyokyoung G. Hong & Baoying Yang & Wei Liu & Yong Zhang & Gang-Zhi Fan & Yi Li - 567-596 Dealing with the Phenomenon of Quasi-complete Separation and a Goodness of Fit Test in Logistic Regression Models in the Case of Long Data Sets
by V. G. Vassiliadis & I. I. Spyroglou & A. G. Rigas & J. R. Rosenberg & K. A. Lindsay - 597-613 A Likelihood-Based Approach with Shared Latent Random Parameters for the Longitudinal Binary and Informative Censoring Processes
by Miran A. Jaffa & Ayad A. Jaffa - 614-629 Joint Models for Time-to-Event Data and Longitudinal Biomarkers of High Dimension
by Molei Liu & Jiehuan Sun & Jose D. Herazo-Maya & Naftali Kaminski & Hongyu Zhao - 630-658 Risk-Adjusted Control Charts: Theory, Methods, and Applications in Health
by Athanasios Sachlas & Sotirios Bersimis & Stelios Psarakis - 659-676 Estimating Attributable Life Expectancy Under the Proportional Mean Residual Life Model
by Yixin Wang & Ying Qing Chen - 677-693 Pharmacokinetics-Guided Dose Allocation in Comparison with Binary Dose Spacing
by Junxian Geng & Shihai Lu & Sree Kurup & Benjamin Weber & Naitee Ting
July 2019, Volume 11, Issue 2
- 207-209 Editorial for the Special Issue “Medical Device Data: Challenges, Statistical Methods and Applications”
by Jaroslaw Harezlak & Chongzhi Di - 210-237 Accelerometry Data in Health Research: Challenges and Opportunities
by Marta Karas & Jiawei Bai & Marcin Strączkiewicz & Jaroslaw Harezlak & Nancy W. Glynn & Tamara Harris & Vadim Zipunnikov & Ciprian Crainiceanu & Jacek K. Urbanek - 238-261 Clustering Functional Data with Application to Electronic Medication Adherence Monitoring in HIV Prevention Trials
by Yifan Zhu & Chongzhi Di & Ying Qing Chen - 262-287 Organizing and Analyzing the Activity Data in NHANES
by Andrew Leroux & Junrui Di & Ekaterina Smirnova & Elizabeth J Mcguffey & Quy Cao & Elham Bayatmokhtari & Lucia Tabacu & Vadim Zipunnikov & Jacek K Urbanek & Ciprian Crainiceanu - 288-313 Functional Data Analyses of Gait Data Measured Using In-Shoe Sensors
by Jihui Lee & Gen Li & William F. Christensen & Gavin Collins & Matthew Seeley & Anton E. Bowden & David T. Fullwood & Jeff Goldsmith - 314-333 Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression
by Robert T. Krafty & Haoyi Fu & Jessica L. Graves & Scott A. Bruce & Martica H. Hall & Stephen F. Smagula - 334-354 Differentiating Between Walking and Stair Climbing Using Raw Accelerometry Data
by William F. Fadel & Jacek K. Urbanek & Steven R. Albertson & Xiaochun Li & Andrea K. Chomistek & Jaroslaw Harezlak - 355-370 Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials
by Nicholas J. Seewald & Shawna N. Smith & Andy Jinseok Lee & Predrag Klasnja & Susan A. Murphy - 371-402 Joint and Individual Representation of Domains of Physical Activity, Sleep, and Circadian Rhythmicity
by Junrui Di & Adam Spira & Jiawei Bai & Jacek Urbanek & Andrew Leroux & Mark Wu & Susan Resnick & Eleanor Simonsick & Luigi Ferrucci & Jennifer Schrack & Vadim Zipunnikov - 403-421 Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis
by Selene Yue Xu & Sandahl Nelson & Jacqueline Kerr & Suneeta Godbole & Eileen Johnson & Ruth E. Patterson & Cheryl L. Rock & Dorothy D. Sears & Ian Abramson & Loki Natarajan - 422-448 Hot Deck Multiple Imputation for Handling Missing Accelerometer Data
by Nicole M. Butera & Siying Li & Kelly R. Evenson & Chongzhi Di & David M. Buchner & Michael J. LaMonte & Andrea Z. LaCroix & Amy Herring - 449-464 A Joint Model Approach for Longitudinal Data with no Time-Zero and Time-to-Event with Competing Risks
by Sungduk Kim & Olive D. Buhule & Paul S. Albert - 465-476 A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers
by Yukun Zhang & Haocheng Li & Sarah Kozey Keadle & Charles E. Matthews & Raymond J. Carroll
April 2019, Volume 11, Issue 1
- 1-2 Editorial for the Special Issue Challenges in Computational Neuroscience
by Hongtu Zhu - 3-21 NPBayes-fMRI: Non-parametric Bayesian General Linear Models for Single- and Multi-Subject fMRI Data
by Jeong Hwan Kook & Michele Guindani & Linlin Zhang & Marina Vannucci - 22-46 A Spatio-Temporal Model for Longitudinal Image-on-Image Regression
by Arnab Hazra & Brian J. Reich & Daniel S. Reich & Russell T. Shinohara & Ana-Maria Staicu - 47-90 Brain Connectivity-Informed Regularization Methods for Regression
by Marta Karas & Damian Brzyski & Mario Dzemidzic & Joaquín Goñi & David A. Kareken & Timothy W. Randolph & Jaroslaw Harezlak - 91-126 Modeling High-Dimensional Multichannel Brain Signals
by Lechuan Hu & Norbert J. Fortin & Hernando Ombao - 127-140 A Cautionary Note When a Dose-Ranging Study is Used for Proving the Concept
by Qiqi Deng & Kun Wang & Xiaofei Bai & Naitee Ting - 141-161 Binormal Precision–Recall Curves for Optimal Classification of Imbalanced Data
by Zhongkai Liu & Howard D. Bondell - 162-183 An Efficient Nonparametric Estimate for Spatially Correlated Functional Data
by Yuan Wang & Jianhua Hu & Kim-Anh Do & Brian P. Hobbs - 184-205 Bayesian Sensitivity Analysis for Non-ignorable Missing Data in Longitudinal Studies
by Tian Li & Julian M. Somers & Xiaoqiong J. Hu & Lawrence C. McCandless