Statistics in Biosciences

2016 - 2026

Current editor(s): Hongyu Zhao and Xihong Lin

From:
Springer
International Chinese Statistical Association
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Volume 14, issue 3, 2022

A Weighted Sample Framework to Incorporate External Calculators for Risk Modeling pp. 363-379

Debashis Ghosh and Michael S. Sabel

A New Bayesian Two-Sample t Test and Solution to the Behrens–Fisher Problem Based on Gaussian Mixture Modelling with Known Allocations pp. 380-412

Riko Kelter

Efficacy-Driven Dose Finding with Toxicity Control in Phase I Oncology Studies pp. 413-431

Qingyang Liu, Junxian Geng, Frank Fleischer and Qiqi Deng

High-Dimensional Mediation Analysis with Applications to Causal Gene Identification pp. 432-451

Qi Zhang

A Model-Based Approach to Assess Epidemic Risk pp. 452-484

Hugo Dolan and Riccardo Rastelli

Characterizing Spatiotemporal Transcriptome of the Human Brain Via Low-Rank Tensor Decomposition pp. 485-513

Tianqi Liu, Ming Yuan and Hongyu Zhao

Epistasis Detection via the Joint Cumulant pp. 514-532

Randall Reese, Guifang Fu, Geran Zhao, Xiaotian Dai, Xiaotian Li and Kenneth Chiu

Fast Multivariate Probit Estimation via a Two-Stage Composite Likelihood pp. 533-549

Bryan Ting, Fred Wright and Yi-Hui Zhou

Estimation of the Proportional Mean Residual Life Model with Internal and Longitudinal Covariates pp. 550-563

Ruiwen Zhou and Jianguo Sun

Targeted Search for Individualized Clinical Decision Rules to Optimize Clinical Outcomes pp. 564-581

Yanqing Wang, Yingqi Zhao and Yingye Zheng

A Generalized Interrupted Time Series Model for Assessing Complex Health Care Interventions pp. 582-610

Maricela Cruz, Hernando Ombao and Daniel L. Gillen

Volume 14, issue 2, 2022

Introduction to Special Issue on Leveraging External Data to Improve Trial Efficiency pp. 193-196

Lanju Zhang and Naitee Ting

Flexible Conditional Borrowing Approaches for Leveraging Historical Data in the Bayesian Design of Superiority Trials pp. 197-215

Wenlin Yuan, Ming-Hui Chen and John Zhong

A Simple Approach to Incorporating Historical Control Data in Clinical Trial Design and Analysis pp. 216-236

Lanju Zhang, Zailong Wang, Li Wang, Lu Cui, Jeremy Sokolove and Ivan Chan

Leveraging Natural History Data in One- and Two-Arm Hierarchical Bayesian Studies of Rare Disease Progression pp. 237-258

Arnaud Monseur, Bradley P. Carlin, Bruno Boulanger, Andreea Seferian, Laurent Servais, Chris Freitag and Leen Thielemans

A Simulation-Based Evaluation of Statistical Methods for Hybrid Real-World Control Arms in Clinical Trials pp. 259-284

Mingyang Shan, Douglas Faries, Andy Dang, Xiang Zhang, Zhanglin Cui and Kristin M. Sheffield

Building an External Control Arm for Development of a New Molecular Entity: An Application in a Recurrent Glioblastoma Trial for MDNA55 pp. 285-303

Antara Majumdar, Ruthanna Davi, Martin Bexon, Chandtip Chandhasin, Melissa Coello, Fahar Merchant and Nina Merchant

Clinical Trials with External Control: Beyond Propensity Score Matching pp. 304-317

Hongwei Wang, Yixin Fang, Weili He, Ruizhe Chen and Su Chen

A Power Prior Approach for Leveraging External Longitudinal and Competing Risks Survival Data Within the Joint Modeling Framework pp. 318-336

Md. Tuhin Sheikh, Ming-Hui Chen, Jonathan A. Gelfond and Joseph G. Ibrahim

Improving Early Futility Determination by Learning from External Data in Pediatric Cancer Clinical Trials pp. 337-351

Jingjing Ye and Gregory Reaman

Optimal Biomarker Cutoff Identification and Validation pp. 352-362

Jianan Hui and Wenchuan Guo

Volume 14, issue 1, 2022

Discriminatory Capacity of Prenatal Ultrasound Measures for Large-for-Gestational-Age Birth: A Bayesian Approach to ROC Analysis Using Placement Values pp. 1-22

Soutik Ghosal and Zhen Chen

Using Copulas for Bayesian Meta-analysis pp. 23-41

Savita Jain, Suresh K. Sharma and Kanchan Jain

Correlated Positive Stable Frailty Models Based on Reversed Hazard Rate pp. 42-65

David D. Hanagal

Exposure Adjusted Incidence Rate and Event Rate in Clinical Trials with Treatment Crossover pp. 66-78

Yunxia Sui, Ruofei Zhao, Yihan Li and Xin Wang

Augmenting Both Arms of a Randomized Controlled Trial Using External Data: An Application of the Propensity Score-Integrated Approaches pp. 79-89

Heng Li, Wei-Chen Chen, Chenguang Wang, Nelson Lu, Changhong Song, Ram Tiwari, Yunling Xu and Lilly Q. Yue

Sample Size Re-estimation with the Com-Nougue Method to Evaluate Treatment Effect pp. 90-103

Jin Wang

Correction to: Sample Size Re-estimation with the Com-Nougue Method to Evaluate Treatment Effect pp. 104-104

Jin Wang

Estimation of Discrete Survival Function through Modeling Diagnostic Accuracy for Mismeasured Outcome Data pp. 105-138

Hee-Koung Joeng, Abidemi K. Adeniji, Naitee Ting and Ming-Hui Chen

Assessments of Conditional and Unconditional Type I Error Probabilities for Bayesian Hypothesis Testing with Historical Data Borrowing pp. 139-157

Hui Quan, Xiaofei Chen, Xun Chen and Xiaodong Luo

Optimal and/or Efficient Cross-Over Designs Balanced for Carry-Over of Active Treatments pp. 158-174

Jigneshkumar Gondaliya and Jyoti Divecha

Is 14-Days a Sensible Quarantine Length for COVID-19? Examinations of Some Associated Issues with a Case Study of COVID-19 Incubation Times pp. 175-190

Yasin Khadem Charvadeh, Grace Y. Yi, Yuan Bian and Wenqing He

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 pp. 191-191

Yasin Khadem Charvadeh, Grace Y. Yi, Yuan Bian and Wenqing He

Volume 13, issue 3, 2021

A Statistical Method for Association Analysis of Cell Type Compositions pp. 373-385

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 and Wei Sun

Improved Semiparametric Analysis of Polygenic Gene–Environment Interactions in Case–Control Studies pp. 386-401

Tianying Wang and Alex Asher

An Application of the Cure Model to a Cardiovascular Clinical Trial pp. 402-430

Varadan Sevilimedu, Shuangge Ma, Pamela Hartigan and Tassos C. Kyriakides

RETRACTED ARTICLE: Positive Stable Shared Frailty Models Based on Additive Hazards pp. 431-453

David D. Hanagal

Enhanced Doubly Robust Procedure for Causal Inference pp. 454-478

Ao Yuan, Anqi Yin and Ming T. Tan

Average Response over Time as Estimand: An Alternative Implementation of the While on Treatment Strategy pp. 479-494

Naitee Ting, Lihong Huang, Qiqi Deng and Joseph C. Cappelleri

Spatial Weighted Analysis of Malnutrition Among Children in Nigeria: A Bayesian Approach pp. 495-523

Osafu Augustine Egbon, Omodolapo Somo-Aina and Ezra Gayawan

Intergenerational Associations Between Maternal Diet and Childhood Adiposity: A Bayesian Regularized Mediation Analysis pp. 524-542

Yu-Bo Wang, Cuilin Zhang and Zhen Chen

Penalized Latent Dirichlet Allocation Model in Single-Cell RNA Sequencing pp. 543-562

Xiaotian Wu, Hao Wu and Zhijin Wu

An Efficient Segmentation Algorithm to Estimate Sleep Duration from Actigraphy Data pp. 563-583

Jonggyu Baek, Magaret Banker, Erica C. Jansen, Xichen She, Karen E. Peterson, E. Andrew Pitchford and Peter X. K. Song

Volume 13, issue 2, 2021

Introduction to Special Issue on Statistics in Microbiome and Metagenomics pp. 197-199

Huilin Li and Hongzhe Li

Robust and Powerful Differential Composition Tests for Clustered Microbiome Data pp. 200-216

Zheng-Zheng Tang and Guanhua Chen

Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications pp. 217-242

Patrick L. Combettes and Christian L. Müller

Modeling Longitudinal Microbiome Compositional Data: A Two-Part Linear Mixed Model with Shared Random Effects pp. 243-266

Yongli Han, Courtney Baker, Emily Vogtmann, Xing Hua, Jianxin Shi and Danping Liu

An Approach to Analyze Longitudinal Zero-Inflated Microbiome Count Data Using Two-Stage Mixed Effects Models pp. 267-290

Jian Wang, Cielito C. Reyes-Gibby and Sanjay Shete

Distance-Based Analysis with Quantile Regression Models pp. 291-312

Shaoyu Li, Yanqing Sun, Liyang Diao and Xue Wang

Testing for Mediation Effect with Application to Human Microbiome Data pp. 313-328

Haixiang Zhang, Jun Chen, Zhigang Li and Lei Liu

Microbial Interaction Network Estimation via Bias-Corrected Graphical Lasso pp. 329-350

Duo Jiang, Thomas Sharpton and Yuan Jiang

Joint Microbial and Metabolomic Network Estimation with the Censored Gaussian Graphical Model pp. 351-372

Jing Ma

Volume 13, issue 1, 2021

On a Statistical Transmission Model in Analysis of the Early Phase of COVID-19 Outbreak pp. 1-17

Yifan Zhu and Ying Qing Chen

A Super Scalable Algorithm for Short Segment Detection pp. 18-33

Ning Hao, Yue Selena Niu, Feifei Xiao and Heping Zhang

A General Approach to Sensitivity Analysis for Mendelian Randomization pp. 34-55

Weiming Zhang and Debashis Ghosh

Joint Spatial Modelling of Childhood Morbidity in West Africa Using a Distributional Bivariate Probit Model pp. 56-76

Ezra Gayawan and Funmilayo Adenike Fadiji

Chi-Square Type Goodness-of-Fit Test for Hazard Rate pp. 77-89

Ralph-Antoine Vital and Prakash N. Patil

Quantile-Based Subgroup Identification for Randomized Clinical Trials pp. 90-128

Youngjoo Cho and Debashis Ghosh

Bayesian Quantile Bent-Cable Growth Models for Longitudinal Data with Skewness and Detection Limit pp. 129-141

Getachew A. Dagne

Competing Risks Model with Short-Term and Long-Term Covariate Effects for Cancer Studies pp. 142-159

Guoqing Diao, Anand N. Vidyashankar, Sarah Zohar and Sandrine Katsahian

Can the Concept Be Proven? pp. 160-177

Ying-Ying Zhang and Naitee Ting

Regression Analysis of Mixed Panel-Count Data with Application to Cancer Studies pp. 178-195

Yimei Li, Liang Zhu, Lei Liu and Leslie L. Robison