Application of the Parametric g-Formula to Characterizing Counterfactual Time-to-Event Disability Progression Outcomes in Multiple Sclerosis Sean YiuQing WangFabian Model Case Studies and Practice Articles 17 April 2024
SFU: Surface-Free Utility-Based Design for Dose Optimization in Cancer Drug Combination Trials Jingyi ZhangNolan A. WagesRuitao Lin Original Paper 07 April 2024
Promotion Time Cure Model with Local Polynomial Estimation Li-Hsiang LinLi-Shan Huang Original Paper 02 April 2024
Building an Enhanced Publication Ecosystem for Statistical Innovation Hongkai Ji Commentary Open access 16 March 2024
Predicting the Content of the Main Components of Gardeniae Fructus Praeparatus Based on Deep Learning Chongyang WangYun WangYing Huang Original Paper 15 March 2024
Nonparametric Estimation of Proportional Hazards with Monotone Baseline Hazard and Covariate Effect Yunro Chung Original Paper 08 March 2024
A Comparison of Statistical Methods for Studying Interactions of Chemical Mixtures Debamita KunduSungduk KimPaul S. Albert Review Paper Open access 23 February 2024
Multivariate Varying Coefficient Spatiotemporal Model Qi QianDanh V. NguyenDamla Şentürk Original Paper 21 February 2024
Estimate Time-To-Infection (TTI) Vaccination Effect When TTI for Unvaccinated Group is Unknown Ding-Geng ChenYunro ChungKassu Mehari Beyene Original Paper 15 February 2024
Integrative Classification Using Structural Equation Modeling of Homeostasis Hong-Bin FangHengzhen HuangMing T. Tan Original Paper 14 February 2024
Statistical Methods for Selective Biomarker Testing A. Adam DingNatalie DelRoccoSamuel S. Wu Original Paper Open access 10 February 2024
Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions Shelley H. LiuYitong ChenLeah Feuerstahler Review Paper 22 January 2024
Integrating Summary Information from Many External Studies with Population Heterogeneity and a Study of COVID-19 Pandemic Impact on Mental Health of People with Bipolar Disorder Yuqi ZhaiPeisong HanMelvin G. McInnis Original Paper 16 January 2024
Functional Linear Partial Quantile Regression with Guaranteed Convergence for Neuroimaging Data Analysis Dengdeng YuMatthew PietrosanuWei Tu Original Paper 10 January 2024
Marginal Structural Illness-Death Models for Semi-competing Risks Data Yiran ZhangAndrew YingRonghui Xu Original Paper 09 January 2024
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 Chenguang ZhangMasayuki NigoHulin Wu Case Studies and Practice Articles 02 January 2024
Modeling Historic Arsenic Exposures and Spatial Risk for Bladder Cancer Joseph BoyleMary H. WardDavid C. Wheeler OriginalPaper 17 December 2023
Considerations and Targeted Approaches to Identifying Bad Actors in Exposure Mixtures Alexander P. KeilKatie M. O’Brien Original Paper 12 December 2023
Causal Mediation Tree Model for Feature Identification on High-Dimensional Mediators Yao LiWei Xu Original Article 02 December 2023
Use of Generalized Propensity Scores for Assessing Effects of Multiple Exposures Kecheng LiTugba Akkaya-HocagilSandra W. Jacobson OriginalPaper 01 December 2023
Evaluating Effects of Various Exposures on Mortality Risk of Opioid Use Disorders with Linked Administrative Databases Trevor J. ThomsonX. Joan HuBohdan Nosyk OriginalPaper 01 December 2023
Statistical Methods for Modeling Exposure Variables Subject to Limit of Detection Eunsil SeokAkhgar GhassabianMengling Liu Original Paper 28 November 2023
Residual Diagnostic Methods for Bell-Type Count Models Hatice Tul Kubra AkdurDuygu KilicHulya Bayrak OriginalPaper 25 November 2023
Detecting Shape-Based Interactions Among Environmental Chemicals Using an Ensemble of Exposure-Mixture Regression and Interpretable Machine Learning Tools Vishal MidyaChris Gennings OriginalPaper Open access 23 November 2023
Bayesian Modeling on Microbiome Data Analysis: Application to Subgingival Microbiome Study Yeongjin GwonFang YuTed R. Mikuls OriginalPaper 17 November 2023
Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments Brian KwanCatherine A. SugarDamla Şentürk OriginalPaper 16 November 2023
On Estimation of the Effect Lag of Predictors and Prediction in a Functional Linear Model Haiyan LiuGeorgios AivaliotisJeanine Houwing-Duistermaat ReviewPaper Open access 08 November 2023 Pages: 1 - 24
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 Jiyeon SongSubharup GuhaYi Li OriginalPaper 04 November 2023 Pages: 221 - 249
Nonnegative Matrix Factorization with Group and Basis Restrictions Phillip ShreevesJeffrey L. AndrewsAndrew Jirasek OriginalPaper 04 November 2023 Pages: 608 - 632
Introduction to Special Issue on Machine Learning Algorithms in Genomics and Genetics Yingying Wei EditorialNotes 03 November 2023 Pages: 541 - 544
Covariate-Balancing-Aware Interpretable Deep Learning Models for Treatment Effect Estimation Kan ChenQishuo YinQi Long OriginalPaper 28 October 2023
Bivariate Analysis of Birth Weight and Gestational Age by Bayesian Distributional Regression with Copulas Jonathan RathjensArthur KolbeNadja Klein Case Studies and Practice Articles Open access 27 October 2023 Pages: 290 - 317
AI-Powered Bayesian Statistics in Biomedicine Qiwei Li OriginalPaper 26 October 2023 Pages: 737 - 749
Efficient Estimation of Semiparametric Transformation Model with Interval-Censored Data in Two-Phase Cohort Studies Fei GaoKwun Chuen Gary Chan OriginalPaper 25 October 2023 Pages: 203 - 220
Variable Selection for Nonlinear Covariate Effects with Interval-Censored Failure Time Data Tian TianJianguo Sun OriginalPaper 20 October 2023 Pages: 185 - 202
A Resampling Approach for Causal Inference on Novel Two-Point Time-Series with Application to Identify Risk Factors for Type-2 Diabetes and Cardiovascular Disease Xiaowu DaiSaad MoutiLisa Goldberg OriginalPaper Open access 16 October 2023
Tweedie Distributions for Biological Sequences Alignments Ben Hassen HanenMasmoudi KhalilMasmoudi Afif OriginalPaper 09 October 2023 Pages: 165 - 184
Unlocking Cellular Insights Through Cell-Type Decomposition Xiaoyu Song OriginalPaper 04 October 2023 Pages: 734 - 736
Power Analysis of Exposure Mixture Studies Via Monte Carlo Simulations Phuc H. NguyenAmy H. HerringStephanie M. Engel OriginalPaper 01 October 2023
Improving the Power to Detect Indirect Effects in Mediation Analysis John KiddDan-Yu Lin OriginalPaper 27 September 2023 Pages: 129 - 141
Detecting Disease Outbreak Regions Using Multiple Data Streams Sesha DassanayakeJoshua P. French OriginalPaper 16 September 2023 Pages: 142 - 164
Mediation Analysis with Random Distribution as Mediator with an Application to iCOMPARE Trial Jingru ZhangMathias BasnerHongzhe Li OriginalPaper 30 August 2023 Pages: 107 - 128
Simultaneous Denoising and Heterogeneity Learning for Time Series Data Xiwen JiangWeining Shen OriginalPaper Open access 24 August 2023
Understanding Effective Virus Control Policies for Covid-19 with the Q-learning Method Yasin Khadem CharvadehGrace Y. Yi Case Studies and Practice Articles 11 August 2023 Pages: 265 - 289
Joint Modeling of Geometric Features of Longitudinal Process and Discrete Survival Time Measured on Nested Timescales: An Application to Fecundity Studies Abhisek SahaLing MaRajeshwari Sundaram OriginalPaper 11 August 2023 Pages: 86 - 106
A Unified Decision Framework for Phase I Dose-Finding Designs Yunshan DuanShijie YuanPeter Mueller OriginalPaper 27 July 2023 Pages: 69 - 85
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 Anton SugolovEric EmmeneggerLei Sun Case Studies and Practice Articles Open access 01 July 2023 Pages: 250 - 264
Classification of Free-Living Body Posture with ECG Patch Accelerometers: Application to the Multicenter AIDS Cohort Study Lacey H. EtzkornAmir S. HeraviCiprian M. Crainiceanu OriginalPaper 28 June 2023 Pages: 25 - 44
Doubly Robust Semiparametric Estimation for Multi-group Causal Comparisons Anqi YinAo YuanMing T. Tan OriginalPaper 24 June 2023 Pages: 45 - 68
Retraction Note: Positive Stable Shared Frailty Models Based on Additive Hazards David D. Hanagal Retraction Note 15 June 2023 Pages: 318 - 318
