Statistics in Biosciences

2016 - 2025

Current editor(s): Hongyu Zhao and Xihong Lin

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Springer
International Chinese Statistical Association
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Volume 11, issue 3, 2019

Calibrating Variations in Biomarker Measures for Improving Prediction with Time-to-event Outcomes pp. 477-503

Cheng Zheng and Yingye Zheng

Likelihood-Based Methods for Assessing Principal Surrogate Endpoints in Vaccine Trials pp. 504-523

Ying Huang and Shibasish Dasgupta

A Model-Based Approach to Detection Limits in Studying Environmental Exposures and Human Fecundity pp. 524-547

Sungduk Kim, Zhen Chen, Neil J. Perkins, Enrique F. Schisterman and Germaine M. Buck Louis

Nonparametric Time-Varying Coefficient Models for Panel Data pp. 548-566

Huazhen Lin, Hyokyoung G. Hong, Baoying Yang, Wei Liu, Yong Zhang, Gang-Zhi Fan and Yi Li

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 pp. 567-596

V. G. Vassiliadis, I. I. Spyroglou, A. G. Rigas, J. R. Rosenberg and K. A. Lindsay

A Likelihood-Based Approach with Shared Latent Random Parameters for the Longitudinal Binary and Informative Censoring Processes pp. 597-613

Miran A. Jaffa and Ayad A. Jaffa

Joint Models for Time-to-Event Data and Longitudinal Biomarkers of High Dimension pp. 614-629

Molei Liu, Jiehuan Sun, Jose D. Herazo-Maya, Naftali Kaminski and Hongyu Zhao

Risk-Adjusted Control Charts: Theory, Methods, and Applications in Health pp. 630-658

Athanasios Sachlas, Sotirios Bersimis and Stelios Psarakis

Estimating Attributable Life Expectancy Under the Proportional Mean Residual Life Model pp. 659-676

Yixin Wang and Ying Qing Chen

Pharmacokinetics-Guided Dose Allocation in Comparison with Binary Dose Spacing pp. 677-693

Junxian Geng, Shihai Lu, Sree Kurup, Benjamin Weber and Naitee Ting

Volume 11, issue 2, 2019

Editorial for the Special Issue “Medical Device Data: Challenges, Statistical Methods and Applications” pp. 207-209

Jaroslaw Harezlak and Chongzhi Di

Accelerometry Data in Health Research: Challenges and Opportunities pp. 210-237

Marta Karas, Jiawei Bai, Marcin Strączkiewicz, Jaroslaw Harezlak, Nancy W. Glynn, Tamara Harris, Vadim Zipunnikov, Ciprian Crainiceanu and Jacek K. Urbanek

Clustering Functional Data with Application to Electronic Medication Adherence Monitoring in HIV Prevention Trials pp. 238-261

Yifan Zhu, Chongzhi Di and Ying Qing Chen

Organizing and Analyzing the Activity Data in NHANES pp. 262-287

Andrew Leroux, Junrui Di, Ekaterina Smirnova, Elizabeth J Mcguffey, Quy Cao, Elham Bayatmokhtari, Lucia Tabacu, Vadim Zipunnikov, Jacek K Urbanek and Ciprian Crainiceanu

Functional Data Analyses of Gait Data Measured Using In-Shoe Sensors pp. 288-313

Jihui Lee, Gen Li, William F. Christensen, Gavin Collins, Matthew Seeley, Anton E. Bowden, David T. Fullwood and Jeff Goldsmith

Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression pp. 314-333

Robert T. Krafty, Haoyi Fu, Jessica L. Graves, Scott A. Bruce, Martica H. Hall and Stephen F. Smagula

Differentiating Between Walking and Stair Climbing Using Raw Accelerometry Data pp. 334-354

William F. Fadel, Jacek K. Urbanek, Steven R. Albertson, Xiaochun Li, Andrea K. Chomistek and Jaroslaw Harezlak

Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials pp. 355-370

Nicholas J. Seewald, Shawna N. Smith, Andy Jinseok Lee, Predrag Klasnja and Susan A. Murphy

Joint and Individual Representation of Domains of Physical Activity, Sleep, and Circadian Rhythmicity pp. 371-402

Junrui Di, Adam Spira, Jiawei Bai, Jacek Urbanek, Andrew Leroux, Mark Wu, Susan Resnick, Eleanor Simonsick, Luigi Ferrucci, Jennifer Schrack and Vadim Zipunnikov

Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis pp. 403-421

Selene Yue Xu, Sandahl Nelson, Jacqueline Kerr, Suneeta Godbole, Eileen Johnson, Ruth E. Patterson, Cheryl L. Rock, Dorothy D. Sears, Ian Abramson and Loki Natarajan

Hot Deck Multiple Imputation for Handling Missing Accelerometer Data pp. 422-448

Nicole M. Butera, Siying Li, Kelly R. Evenson, Chongzhi Di, David M. Buchner, Michael J. LaMonte, Andrea Z. LaCroix and Amy Herring

A Joint Model Approach for Longitudinal Data with no Time-Zero and Time-to-Event with Competing Risks pp. 449-464

Sungduk Kim, Olive D. Buhule and Paul S. Albert

A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers pp. 465-476

Yukun Zhang, Haocheng Li, Sarah Kozey Keadle, Charles E. Matthews and Raymond J. Carroll

Volume 11, issue 1, 2019

Editorial for the Special Issue Challenges in Computational Neuroscience pp. 1-2

Hongtu Zhu

NPBayes-fMRI: Non-parametric Bayesian General Linear Models for Single- and Multi-Subject fMRI Data pp. 3-21

Jeong Hwan Kook, Michele Guindani, Linlin Zhang and Marina Vannucci

A Spatio-Temporal Model for Longitudinal Image-on-Image Regression pp. 22-46

Arnab Hazra, Brian J. Reich, Daniel S. Reich, Russell T. Shinohara and Ana-Maria Staicu

Brain Connectivity-Informed Regularization Methods for Regression pp. 47-90

Marta Karas, Damian Brzyski, Mario Dzemidzic, Joaquín Goñi, David A. Kareken, Timothy W. Randolph and Jaroslaw Harezlak

Modeling High-Dimensional Multichannel Brain Signals pp. 91-126

Lechuan Hu, Norbert J. Fortin and Hernando Ombao

A Cautionary Note When a Dose-Ranging Study is Used for Proving the Concept pp. 127-140

Qiqi Deng, Kun Wang, Xiaofei Bai and Naitee Ting

Binormal Precision–Recall Curves for Optimal Classification of Imbalanced Data pp. 141-161

Zhongkai Liu and Howard D. Bondell

An Efficient Nonparametric Estimate for Spatially Correlated Functional Data pp. 162-183

Yuan Wang, Jianhua Hu, Kim-Anh Do and Brian P. Hobbs

Bayesian Sensitivity Analysis for Non-ignorable Missing Data in Longitudinal Studies pp. 184-205

Tian Li, Julian M. Somers, Xiaoqiong J. Hu and Lawrence C. McCandless

Volume 10, issue 3, 2018

Robust Rare-Variant Association Tests for Quantitative Traits in General Pedigrees pp. 491-505

Yunxuan Jiang, Karen N. Conneely and Michael P. Epstein

Assessment of Noninferiority (and Equivalence) for Simple Crossover Trials Using Bayesian Approach pp. 506-519

Mingan Yang

Tucker Tensor Regression and Neuroimaging Analysis pp. 520-545

Xiaoshan Li, Da Xu, Hua Zhou and Lexin Li

Estimation of a Concordance Probability for Doubly Censored Time-to-Event Data pp. 546-567

Kenichi Hayashi and Yasutaka Shimizu

Empirical Bayes Estimation and Prediction Using Summary-Level Information From External Big Data Sources Adjusting for Violations of Transportability pp. 568-586

Jason P. Estes, Bhramar Mukherjee and Jeremy M. G. Taylor

Conditional Regression Based on a Multivariate Zero-Inflated Logistic-Normal Model for Microbiome Relative Abundance Data pp. 587-608

Zhigang Li, Katherine Lee, Margaret R. Karagas, Juliette C. Madan, Anne G. Hoen, A. James O’Malley and Hongzhe Li

A Joint Modeling Approach for Longitudinal Data with Informative Observation Times and a Terminal Event pp. 609-633

Lianqiang Qu, Liuquan Sun and Xinyuan Song

Extending Tests of Random Effects to Assess for Measurement Invariance in Factor Models pp. 634-650

Zhenzhen Zhang, Thomas M. Braun, Karen E. Peterson, Howard Hu, Martha M. Téllez-Rojo and Brisa N. Sánchez

Joint Modeling of Multivariate Longitudinal Data and Competing Risks Using Multiphase Sub-models pp. 651-685

Jeevanantham Rajeswaran, Eugene H Blackstone and John Barnard

Volume 10, issue 2, 2018

Key Aspects of Modern, Quantitative Drug Development pp. 283-296

Eric Gibson, Frank Bretz, Michael Looby and Bjoern Bornkamp

A New Overall-Subgroup Simultaneous Test for Optimal Inference in Biomarker-Targeted Confirmatory Trials pp. 297-323

Ilana Belitskaya-Lévy, Hui Wang, Mei-Chiung Shih, Lu Tian, Gheorghe Doros, Robert A. Lew and Ying Lu

Adaptive Biomarker Population Selection in Phase III Confirmatory Trials with Time-to-Event Endpoints pp. 324-341

Xiaoyun Li, Cong Chen and Wen Li

Auto-adaptive Alpha Allocation: A Strategy to Mitigate Risk on Study Assumptions pp. 342-356

Yue Shentu, Cong Chen, Lei Pang and Robert A. Beckman

Population-Enrichment Adaptive Design Strategy for an Event-Driven Vaccine Efficacy Trial pp. 357-370

Shu-Chih Su, Xiaoming Li, Yanli Zhao and Ivan S. F. Chan

Biomarker-Defined Subgroup Selection Adaptive Design for Phase III Confirmatory Trial with Time-to-Event Data: Comparing Group Sequential and Various Adaptive Enrichment Designs pp. 371-404

Rui Tang, Xiaoye Ma, Hui Yang and Michael Wolf

Efficiency Considerations for Group Sequential Designs with Adaptive Unblinded Sample Size Re-assessment pp. 405-419

Lingyun Liu, Sam Hsiao and Cyrus R. Mehta

Bayesian Adaptive Randomization and Trial Monitoring with Predictive Probability for Time-to-Event Endpoint pp. 420-438

Guosheng Yin, Nan Chen and J. Jack Lee

Bayesian Design of Non-inferiority Clinical Trials Via the Bayes Factor pp. 439-459

Wenqing Li, Ming-Hui Chen, Xiaojing Wang and Dipak K. Dey

Some Recent Advances on Statistical Approaches for Planning Multi-regional Clinical Trials pp. 460-472

H. M. James Hung, Xiangmin Zhang and Sue-Jane Wang

Estimating Treatment Effects for Recurrent Events in the Presence of Rescue Medications: An Application to the Immune Thrombocytopenia Study pp. 473-489

Fei Gao, Donglin Zeng, Helen Wei, Xuena Wang and Joseph G. Ibrahim

Volume 10, issue 1, 2018

Base-Calling Using a Random Effects Mixture Model on Next-Generation Sequencing Data pp. 3-19

Ashley Cacho, Weixin Yao and Xinping Cui

Detection of Differentially Methylated Regions Using Bayesian Curve Credible Bands pp. 20-40

Jincheol Park and Shili Lin

A Two-Stage Hidden Markov Model Design for Biomarker Detection, with Application to Microbiome Research pp. 41-58

Yi-Hui Zhou, Paul Brooks and Xiaoshan Wang

A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD pp. 59-85

Elin Shaddox, Francesco C. Stingo, Christine B. Peterson, Sean Jacobson, Charmion Cruickshank-Quinn, Katerina Kechris, Russell Bowler and Marina Vannucci

Dissecting Pathway Disturbances Using Network Topology and Multi-platform Genomics Data pp. 86-106

Yuping Zhang, M. Henry Linder, Ali Shojaie, Zhengqing Ouyang, Ronglai Shen, Keith A. Baggerly, Veerabhadran Baladandayuthapani and Hongyu Zhao

Efficiency of Enrichment Design for Pre–Post Trials with Binary Endpoint pp. 107-116

Yifan Wang, Huisong Sun, Hongkun Wang and Aiyi Liu

A Powerful Test for SNP Effects on Multivariate Binary Outcomes Using Kernel Machine Regression pp. 117-138

Clemontina A. Davenport, Arnab Maity, Patrick F. Sullivan and Jung-Ying Tzeng

A Multivariate Generalized Linear Model Approach to Mediation Analysis and Application of Confidence Ellipses pp. 139-159

Brandie D. Wagner, Miranda Kroehl, Ryan Gan, Susan K. Mikulich-Gilbertson, Scott D. Sagel, Paula D. Riggs, Talia Brown, Janet Snell-Bergeon and Gary O. Zerbe

Second-Order Estimating Equations for Clustered Current Status Data from Family Studies Using Response-Dependent Sampling pp. 160-183

Yujie Zhong and Richard J. Cook

Optimal Benchmark for Evaluating Drug-Combination Dose-Finding Clinical Trials pp. 184-201

Beibei Guo and Suyu Liu

Residual Bootstrap Test for Interactions in Biomarker Threshold Models with Survival Data pp. 202-216

Parisa Gavanji, Bingshu E. Chen and Wenyu Jiang

Efficient Two-Stage Designs and Proper Inference for Animal Studies pp. 217-232

Chunyan Cai, Jin Piao, Jing Ning and Xuelin Huang

Estimation of Causal Effect Measures in the Presence of Measurement Error in Confounders pp. 233-254

Di Shu and Grace Y. Yi

Valuing Sets of Potential Transplants in a Kidney Paired Donation Network pp. 255-279

Mathieu Bray, Wen Wang, Peter X.-K. Song and John D. Kalbfleisch