Statistics in Medicine

Article	Citations
	146
Skewness‐Corrected Confidence Intervals for Predictive Values in Enrichment Studies	124
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Tracking the transmission dynamics of COVID‐19 with a time‐varying coefficient state‐space model	68
Transportability of model‐based estimands in evidence synthesis	51
Accounting for Misclassification of Binary Outcomes in External Control Arm Studies for Unanchored Indirect Comparisons: Simulations and Applied Example	48
Modeling the multi‐state natural history of rare diseases with heterogeneous individual patient data: A simulation study	48
Bayesian Safety and Futility Monitoring in Phase II Trials Using One Utility‐Based Rule	48
BEATS: Bayesian hybrid design with flexible sample size adaptation for time‐to‐event endpoints	44
The Whys, Whens, and Hows of Futility Monitoring	42
Multi‐Study Factor Regression Model: An Application in Nutritional Epidemiology	40
Issue Information	38
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Bayesian Borrowing With Multiple Heterogeneous Historical Studies Using Order Restricted Normalized Power Prior	31
Correction to “A Comparison of Methods to Adjust Survival Curves for Confounders”	30
Dynamic Single‐Index Scalar‐On‐Function Model	29
Optimal confidence intervals for the relative risk and odds ratio	28
The polytomous discrimination index for prediction involving multistate processes under intermittent observation	28
Handling parametric assumptions in principal causal effect estimation using Gaussian mixtures	27
Synthesizing studies for comparing different treatment sequences in clinical trials	26
Classification of disease recurrence using transition likelihoods with expectation‐maximization algorithm	26
Network and covariate adjusted response‐adaptive design for binary response	24
Leveraging External Aggregated Information for the Marginal Accelerated Failure Time Model	23
On the parameter estimation of Box‐Cox transformation cure model	21

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Robustness of κ‐type coefficients for clinical agreement	21
Real time monitoring and prediction of time to endpoint maturation in clinical trials	21
Bayesian additive regression trees for multivariate skewed responses	20
A Proposal for Homoskedastic Modeling With Conditional Auto‐Regressive Distributions	20
Balancing versus modelling in weighted analysis of non‐randomised studies with survival outcomes: A simulation study	20
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Dose finding studies for therapies with late‐onset toxicities: A comparison study of designs	19
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Cumulative Logit Ordinal Regression With Proportional Odds Under Nonignorable Missing Responses—Application to Phase III Trial	18
Semiparametric multivariate joint model for skewed‐longitudinal and survival data: A Bayesian approach	18
Sample size considerations for assessing treatment effect heterogeneity in randomized trials with heterogeneous intracluster correlations and variances	18
Flexible Empirical Bayesian Approaches to Pharmacovigilance for Simultaneous Signal Detection and Signal Strength Estimation in Spontaneous Reporting Systems Data	18
Estimands for factorial trials	18
Confidence Intervals for AUC and pAUC by Empirical Likelihood	18
Evaluating joint confidence region of hypervolume under ROC manifold and generalized Youden index	18
Data fusion for predicting long‐term program impacts	18
Bayesian mixture modelling with ranked set samples	17
Handling Missing Outcome Data in Cluster Randomized Trials With Both Individual‐ and Cluster‐Level Dropout	16
Regression Trees With Fused Leaves	16
Generalized additive models to analyze nonlinear trends in biomedical longitudinal data using R: Beyond repeated measures ANOVA and linear mixed models	16
A Biomarker Signature‐Guided Clinical Trial Design for Precision Medicine	15
Relative sparsity for medical decision problems	15
Adjusted Nelson–Aalen Estimators by Inverse Treatment Probability Weighting With an Estimated Propensity Score	15
A Hierarchical Bayesian Model for Estimating Age‐Specific COVID‐19 Infection Fatality Rates in Developing Countries	15
Non‐Parametric Estimation for Semi‐Competing Risks Data With Event Misascertainment	15
A two‐stage group‐sequential design for delayed treatment responses with the possibility of trial restart	14
Estimating contact network properties by integrating multiple data sources associated with infectious diseases	14
Instrumental variable analysis for cost outcome: Application to the effect of primary care visit on medical cost among low‐income adults	14
Multiple multi‐sample testing under arbitrary covariance dependency	14
Kernel Cox partially linear regression: Building predictive models for cancer patients' survival	14
A combined multilevel factor analysis and covariance regression model with mixed effects in the mean and variance structure	14
Adjusted closed‐form confidence interval formulas for network meta‐analysis with a small number of studies	14
An inverse probability weighted regression method that accounts for right‐censoring for causal inference with multiple treatments and a binary outcome	14
Issue Information	14
Sensitivity analysis of G‐estimators to invalid instrumental variables	14
Multilevel joint model of longitudinal continuous and binary outcomes for hierarchically structured data	14
Multilevel Longitudinal Functional Principal Component Model	13
Information‐incorporated sparse hierarchical cancer heterogeneity analysis	13
Nonparametric empirical Bayes biomarker imputation and estimation	13
A shared‐parameter location‐scale mixed model to link the responsivity in self‐initiated event reports and the event‐contingent Ecological Momentary Assessments	13
Distribution–free hyperrectangular tolerance regions for setting multivariate reference regions in laboratory medicine	13
A Bayesian method to detect drug‐drug interaction using external information for spontaneous reporting system	13
Model‐assisted analyses of longitudinal, ordinal outcomes with absorbing states	13
Modeling variation in mixture effects over space with a Bayesian spatially varying mixture model	13
Weighted McNemar's test for the comparison of two screening tests in the presence of verification bias	13
Covariate adjustment in randomized clinical trials with missing covariate and outcome data	12
Quantile partially linear additive model for data with dropouts and an application to modeling cognitive decline	12
A systematic review and evaluation of statistical methods for group variable selection	12
Natural Effects in the Presence of an Intermediate Confounder: Evaluation of Pragmatic Estimation Strategies With an Emphasis on the Relationship Between Natural and Interventional Effects	12

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What's the Weight? Estimating Controlled Outcome Differences in Complex Surveys for Health Disparities Research	12
Robust Estimation of Additive Shared‐Frailty Models for Recurrent Event Data With Dependent Censoring	12
Outlier Detection in Mendelian Randomization	12
Finding the best subgroup with differential treatment effect with multiple outcomes	12
Instrumental variable model average with applications in Mendelian randomization	12
Variability in Causal Effects and Noncompliance in a Multisite Trial: A Bivariate Hierarchical Generalized Random Coefficients Model for a Binary Outcome	11
Modeling intra‐individual inter‐trial EEG response variability in autism	11
IDNetwork: A deep illness‐death network based on multi‐state event history process for disease prognostication	11
Genetic Prediction Modeling in Large Cohort Studies via Boosting Targeted Loss Functions	11
Asymptotic Confidence Interval, Sample Size Formulas and Comparison Test for the Agreement Intra‐Class Correlation Coefficient in Inter‐Rater Reliability Studies	11
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Standardization and other approaches to meta‐analyze differences in means	11
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A Novel Stratified Analysis Method for Testing and Estimating Overall Treatment Effects on Time‐To‐Event Outcomes Using Average Hazard With Survival Weight	11
Random Survival Forest With Multiple Imputation Analysis for Case‐Cohort and Generalized Case‐Cohort Studies	11
Issue Information	10
Handling missing within‐study correlations in the evaluation of surrogate endpoints	10
Obituary: Anthony Leonard Johnson (1943‐2022)	10
Optimal weighted Bonferroni tests and their graphical extensions	10
Joint regression modelling of intensity and timing of accelerometer counts	10
Local false discovery rate estimation with competition‐based procedures for variable selection	10
Issue Information	10
Issue Information	10
Understanding an impact of patient enrollment pattern on predictability of central (unstratified) randomization in a multi‐center clinical trial	10
Q‐Learning in Dynamic Treatment Regimes With Misclassified Binary Outcome	9
Improve the Precision of Area Under the Curve Estimation for Recurrent Events Through Covariate Adjustment	9
Penalized smoothing splines resolve the curvature identifiability problem in age‐period‐cohort models with unequal intervals	9
A non‐parametric Bayesian approach for adjusting partial compliance in sequential decision making	9
Estimating mixture effects and cumulative spatial risk over time simultaneously using a Bayesian index low‐rank kriging multiple membership model	9
Distribution‐free model selection for longitudinal zero‐inflated count data with missing responses and covariates	9
Propensity score analysis with local balance	9
An information‐theoretic approach for the assessment of a continuous outcome as a surrogate for a binary true endpoint based on causal inference: Application to vaccine evaluation	9
Transfer Learning for Error‐Contaminated Poisson Regression Models	9
Flexible template matching for observational study design	9
Robust inference for causal mediation analysis of recurrent event data	9
Association analysis of self‐reported outcomes with a validated subset	9
A Brief Introduction on Latent Variable Based Ordinal Regression Models With an Application to Survey Data	9
Structured time‐dependent inverse regression (STIR)	9
Group sequential designs for clinical trials when the maximum sample size is uncertain	9
Subgroup Testing in the Change‐Plane Cox Model	9
Complex survival trial design by the product integration method	9
Analysis of composite endpoints with component‐wise censoring in the presence of differential visit schedules	9
Combining information to estimate adherence in studies of pre‐exposure prophylaxis for HIV prevention: Application to HPTN 067	9
Correction to “Using principal stratification in analysis of clinical trials”	9
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Frequentist Grouped Weighted Quantile Sum Regression for Correlated Chemical Mixtures	8
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation	8
Designing individually randomized group treatment trials with repeated outcome measurements using generalized estimating equations	8
Causal inference methods for vaccine sieve analysis with effect modification	8
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Identification and robust estimation of swapped direct and indirect effects: Mediation analysis with unmeasured mediator‐outcome confounding and intermediate confounding	8
Saddlepoint approximations to score test statistics in logistic regression for analyzing genome‐wide association studies	8
Flexible propensity score estimation strategies for clustered data in observational studies	8
On “Confirmatory” Methodological Research in Statistics and Related Fields	8
Accounting for unequal cluster sizes in designing cluster randomized trials to detect treatment effect heterogeneity	8
BHAFT: Bayesian heredity‐constrained accelerated failure time models for detecting gene‐environment interactions in survival analysis	8
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Multi‐threshold proportional hazards model and subgroup identification	8
Statistical inference for time‐to‐event data in non‐randomized cohorts with selective attrition	8
Ensemble of Sequential Learning Models With Distributed Data Centers and Its Applications	8
Peter Armitage speaking on the occasion of the 50th Anniversary of the M.Sc. in Medical Statistics, LSHTM (for the Symposium on April 11‐12, 2019)	8
Bland–Altman Plot for Censored Variables	8
A Bayesian Two‐Step Multiple Imputation Approach Based on Mixed Models for Missing EMA Data	8
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A sequential, multiple assignment, randomized trial design with a tailoring function	8
Split and combine simulation extrapolation algorithm to correct geocoding coarsening of built environment exposures	8
Robust structured heterogeneity analysis approach for high‐dimensional data	8
The impact of correlated exposures and missing data on multiple informant models used to identify critical exposure windows	8
Confidence intervals for odds ratio from multistage randomized phase II trials	7
A Bayesian Multivariate Model With Temporal Dependence on Random Partition of Areal Data for Mosquito‐Borne Diseases	7
Sample size determination for prediction models via learning‐type curves	7
A Varying‐Coefficient Additive Hazard Model for Recurrent Events Data	7
Issue Information	7
Minimization in randomized clinical trials	7

On GEE for Mean‐Variance‐Correlation Models: Variance Estimation and Model Selection	7
MERIT: Controlling Monte‐Carlo error rate in large‐scale Monte‐Carlo hypothesis testing	7
Accounting for publication bias using a bivariate trim and fill meta‐analysis procedure	7
Deep Mixture of Linear Mixed Models for Complex Longitudinal Data	7
Causal Inference for First Non‐Fatal Events With the Competing Risk of Death: A Principal Stratification Approach	7
A classification for complex imbalanced data in disease screening and early diagnosis	7
Multilevel Regression and Poststratification Using Margins of Poststratifiers: Improving Inference for HIV Health Outcomes During the COVID‐19 Pandemic	7
A distribution‐free procedure for testing versatile alternative in medical multisample comparison studies	7
Statistical Inference for a Two‐Stage Adaptive Seamless Design Using Different Binary Endpoints	7
Issue Information	7
The Win Ratio Approach in Bayesian Monitoring for Two‐Arm Phase II Clinical Trial Designs With Multiple Time‐To‐Event Endpoints	7
Issue Information	7
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Accommodating Spatial Heterogeneity in Geographically Weighted Regression with Group Penalty	7
Profile‐likelihood Bayesian model averaging for two‐sample summary data Mendelian randomization in the presence of horizontal pleiotropy	7
Blinded sample size re‐estimation for comparing over‐dispersed count data incorporating follow‐up lengths	7
A Practical Framework to Design Immunization Studies Based on the Beta Distribution	7
A Comparison of Statistical Methods for Time‐To‐Event Analyses in Randomized Controlled Trials Under Non‐Proportional Hazards	7
A Unified Framework for Modeling Feedback and Endogeneity in Longitudinal Binary Outcomes Using Bayesian Methods	7
Testing for the Functional Form of a Continuous Covariate in the Shared‐Parameter Joint Model	7
Scaled average bioequivalence methods for highly variable drugs: Leveling‐off soft limits and the EMA's 2010 guideline (some ways to improve its type I error control)	7
A Simple Diagnostic for the Positivity Assumption for Continuous Exposures	7
Issue Information	7
A nonparametric simultaneous confidence band for biomarker effect on the restricted mean survival time	7
Depthgram: Visualizing outliers in high‐dimensional functional data with application to fMRI data exploration	7
Unlocking Cognitive Analysis Potential in Alzheimer's Disease Clinical Trials: Investigating Hierarchical Linear Models for Analyzing Novel Measurement Burst Design Data	7
Confidence Intervals for Adaptive Trial Designs II : Case Study and Practical Guidance	7
An Alternative Measure for Quantifying the Heterogeneity in Meta‐Analysis	7
Federated causal inference in heterogeneous observational data	7
A function‐based approach to model the measurement error in wearable devices	7
Power and Sample Size Calculations for Cluster Randomized Hybrid Type 2 Effectiveness‐Implementation Studies	7
Using a mixed‐effect model with a parameter‐space of heterogenous dimension to evaluate whether accountable care organizations are associated with greater uniformity across constituent practices	6
A proper statistical inference framework to compare clinical trial and real‐world progression‐free survival data	6
Fitting additive risk models using auxiliary information	6
A comparison of different methods to adjust survival curves for confounders	6
Parameter estimation and forecasting with quantified uncertainty for ordinary differential equation models using QuantDiffForecast: A MATLAB toolbox and tutorial	6
Low‐rank latent matrix‐factor prediction modeling for generalized high‐dimensional matrix‐variate regression	6
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Penalized maximum likelihood inference under the mixture cure model in sparse data	6
Trial emulation and survival analysis for disease incidence registers: A case study on the causal effect of pre‐emptive kidney transplantation	6
A unified Bayesian framework for bias adjustment in multiple comparisons from clinical trials	6
Distributional imputation for the analysis of censored recurrent events	6
Fast estimation of mixed‐effects location‐scale regression models	6
Gaussian variational approximate inference for joint models of longitudinal biomarkers and a survival outcome	6
Approximate likelihood‐based estimation method of multiple‐type pathogen interactions: An application to longitudinal pneumococcal carriage data	6
Radiomics of PET Using Neural Networks for Prediction of Alzheimer's Disease Diagnosis	6
Multiple imputation approaches for handling incomplete three‐level data with time‐varying cluster‐memberships	6
Assessing heterogeneity in surrogacy using censored data	6
A Bayesian semi‐parametric scalar‐on‐function regression with measurement error using instrumental variables	6
Score Test for Functional Markov Process With Image Predictor	6
Fusing trial data for treatment comparisons: Single vs multi‐span bridging	6
Bayesian Modeling of Cancer Outcomes Using Genetic Variables Assisted by Pathological Imaging Data	6
Robust analysis of cancer heterogeneity for high‐dimensional data	6
Subgroup analysis using Bernoulli‐gated hierarchical mixtures of experts models	6
Tony Johnson—memories and a tribute	6
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Multiblock partial least squares and rank aggregation: Applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors	6
Exploiting relationship directionality to enhance statistical modeling of peer‐influence across social networks	6
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Fitting a stochastic model of intensive care occupancy to noisy hospitalization time series during the COVID‐19 pandemic	6
Evaluating analytic models for individually randomized group treatment trials with complex clustering in nested and crossed designs	6
Bayesian predictive model averaging approach to joint longitudinal‐survival modeling: Application to an immuno‐oncology clinical trial	6
Allocation in platform trials to maintain comparability across time and eligibility	6
A Note on the Sample Size Formula for a Win Ratio Endpoint	6
Multivariate functional mixed model with MRI data: An application to Alzheimer's disease	6
Active‐Controlled Trial Design for HIV Prevention Trials With a Counterfactual Placebo	6
Properties of the full random‐effect modeling approach with missing covariate data	6
A comparison of Bayesian information borrowing methods in basket trials and a novel proposal of modified exchangeability‐nonexchangeability method	6
Matching‐Assisted Power Prior for Incorporating Real‐World Data in Randomized Clinical Trial Analysis	6
Optimal ensemble construction for multistudy prediction with applications to mortality estimation	6
Reinforced Borrowing Framework: Leveraging Auxiliary Data for Individualized Inference	6
Mixed‐type multivariate response regression with covariance estimation	6
Sensitivity Analysis for Effects of Multiple Exposures in the Presence of Unmeasured Confounding: Non‐Gaussian and Time‐to‐Event Outcomes	6
Sample size calculation for randomized selection trials with a time‐to‐event endpoint and a margin of practical equivalence	5
Shared decision making of burdensome surveillance tests using personalized schedules and their burden and benefit	5
Integrating Complex Selection Rules Into the Latent Overlapping Group Lasso for the Construction of Coherent Prediction Models	5
Issue Information	5
Issues with the expected information matrix of linear mixed models provided by popular statistical packages under missingness at random dropout	5
Individualized empirical null estimation for exact tests of healthcare quality	5
Likelihood ratio combination of multiple biomarkers via smoothing spline estimated densities	5
False Discovery Estimation in Record Linkage	5
A Joint Model for (Un)Bounded Longitudinal Markers, Competing Risks, and Recurrent Events Using Patient Registry Data	5
Issue Information	5
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New late‐emphasis and combination tests based on infimum and supremum logrank statistics with application in oncology trials	5
Bayesian federated inference for estimating statistical models based on non‐shared multicenter data sets	5
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Adaptive Biomarker‐Based Design for Early Phase Clinical Trials	5
Enhancing long‐term survival prediction with two short‐term events: Landmarking with a flexible varying coefficient model	5
Improving the Effectiveness of Sample Size Re‐Estimation: An Operating Characteristic Focused, Hybrid Frequentist‐Bayesian Approach	5
Multiple Imputation of Missing Covariates When Using the Fine–Gray Model	5
Testing a global null hypothesis using ensemble machine learning methods	5
Approximate Bayesian computation for the natural history of breast cancer, with application to data from a Milan cohort study	5
Overall assessment for selected markers from high‐throughput data	5
Two‐stage targeted maximum likelihood estimation for mixed aggregate and individual participant data analysis with an application to multidrug resistant tuberculosis	5