Issue Information

2024-9-18

Addressing the implementation challenge of risk prediction model due to missing risk factors: The submodel approximation approach

2024-9-12

The spike‐and‐slab quantile LASSO for robust variable selection in cancer genomics studies

2024-9-11

Functional Principal Component Analysis as an Alternative to Mixed‐Effect Models for Describing Sparse Repeated Measures in Presence of Missing Data

2024-9-9

Mediation Analysis with Multiple Exposures and Multiple Mediators

2024-9-9

Selection of number of clusters and warping penalty in clustering functional electrocardiogram

2024-9-9

Assessing the Performance of Machine Learning Methods Trained on Public Health Observational Data: A Case Study From COVID‐19

2024-9-5

High‐Dimensional Overdispersed Generalized Factor Model With Application to Single‐Cell Sequencing Data Analysis

2024-9-5

Approximate maximum likelihood estimation in cure models using aggregated data, with application to HPV vaccine completion

2024-9-5

A Causal Mediation Approach to Account for Interaction of Treatment and Intercurrent Events: Using Hypothetical Strategy

2024-9-5

Performance of mixed effects models and generalized estimating equations for continuous outcomes in partially clustered trials including both independent and paired data

2024-9-4

Anomaly Detection and Correction in Dense Functional Data Within Electronic Medical Records

2024-9-3

Multilevel Longitudinal Functional Principal Component Model

2024-9-3

Evaluating analytic models for individually randomized group treatment trials with complex clustering in nested and crossed designs

2024-9-3

A simulation study of the performance of statistical models for count outcomes with excessive zeros

2024-8-28

A hybrid approach to sample size re‐estimation in cluster randomized trials with continuous outcomes

2024-8-28

Estimating causes of maternal death in data‐sparse contexts

2024-8-27

Modeling multiple‐criterion diagnoses by heterogeneous‐instance logistic regression

2024-8-27

Issue Information

2024-8-21

Group sequential designs for clinical trials when the maximum sample size is uncertain

2024-8-21

Calibrating machine learning approaches for probability estimation: A short expansion

2024-8-21

Optimal subsampling for semi‐parametric accelerated failure time models with massive survival data using a rank‐based approach

2024-8-20

Issue Information

2024-8-20

Principal quantile treatment effect estimation using principal scores

2024-8-19

A novel block‐coordinate gradient descent algorithm for simultaneous grouped selection of fixed and random effects in joint modeling

2024-8-15

Comparing methods for assessing the reliability of health care quality measures

2024-8-15

Scalar‐on‐function regression: Estimation and inference under complex survey designs

2024-8-13

A modeling framework for the analysis of the SARS‐CoV2 transmission dynamics

2024-8-9

Dynamic path analysis for exploring treatment effect mediation processes in clinical trials with time‐to‐event endpoints

2024-8-7

Exact test and exact confidence interval for the <scp>Cox</scp> model

2024-8-7

Path‐specific causal decomposition analysis with multiple correlated mediator variables

2024-8-7

Evaluating individualized treatment effect predictions: A model‐based perspective on discrimination and calibration assessment

2024-8-1

How estimating nuisance parameters can reduce the variance (with consistent variance estimation)

2024-7-30

Evaluation and comparison of covariate balance metrics in studies with time‐dependent confounding

2024-7-30

Identification and estimation of causal effects in the presence of confounded principal strata

2024-7-29

Validation of predicted individual treatment effects in out of sample respondents

2024-7-29

Erratum to “Joint modeling for censored predictors due to detection limits with applications to metabolites data”

2024-7-29

Dual‐agent dose‐finding in Phase I clinical trial—An extension of rapid enrollment design

2024-7-29

Optimal model averaging for partially linear models with missing response variables and error‐prone covariates

2024-7-25

Modern approaches for evaluating treatment effect heterogeneity from clinical trials and observational data

2024-7-25

Separable and controlled direct effects for competing events: Estimation of component specific effects on sickness absence

2024-7-25

Shortest path or random walks? A framework for path weights in network meta‐analysis

2024-7-23

Using a monotonic density ratio model to increase the power of the goodness‐of‐fit test for logistic regression models with case‐control data

2024-7-23

An augmented illness‐death model for semi‐competing risks with clinically immediate terminal events

2024-7-22

Using instruments for selection to adjust for selection bias in Mendelian randomization

2024-7-22

Bayesian modeling of spatial ordinal data from health surveys

2024-7-18