Statistical Methods in Medical Research

Papers
(The TQCC of Statistical Methods in Medical Research is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)
ArticleCitations
Exact interval estimation for the linear combination of binomial proportions264
Confidence estimation based on data from independent studies164
Joint meta-analysis of two diagnostic tests accounting for within and between studies dependence80
Investigations of sharp bounds for causal effects under selection bias56
A new cure model accounting for longitudinal data and flexible patterns of hazard ratios over time51
A Bayesian beta-binomial piecewise growth mixture model for longitudinal overdispersed binomial data46
Covariate adjustment in Bayesian adaptive randomized controlled trials46
Implementing response-adaptive designs when responses are missing: Impute or ignore?45
Semiparametric copula method for semi-competing risks data subject to interval censoring and left truncation: Application to disability in elderly41
Omnibus test for restricted mean survival time based on influence function33
Interval estimation in three-class receiver operating characteristic analysis: A fairly general approach based on the empirical likelihood29
Bayesian feature selection in joint models with application to a cardiovascular disease cohort study27
Modeling and estimating a threshold effect: An application to improving cardiac surgery practices27
A family of Bayesian prognostic and predictive covariate-adjusted response-adaptive randomization designs22
New clinical trial design borrowing information across patient subgroups based on fusion-penalized regression models20
Generalised pairwise comparisons for trend: An extension to the win ratio and win odds for dose-response and prognostic variable analysis with arbitrary statements of outcome preference19
Correlational analyses of biomarkers that are harmonized through a bridging study due to measurement errors18
Efficient design of partially nested randomized trials: A maximin approach18
A capture-recapture modeling framework emphasizing expert opinion in disease surveillance16
Accounting for informative observation process in transition models of binary longitudinal outcome: Application to medical record data15
Analyzing heterogeneity in biomarker discriminative performance through partial time-dependent receiver operating characteristic curve modeling15
A new information integration framework for complex models with applications to real-world data14
Multiplicative versus additive modelling of causal effects using instrumental variables for survival outcomes – a comparison14
On flexible inverse probability of treatment and intensity weighting: Informative censoring, variable selection, and weight trimming14
Using shrinkage methods to estimate treatment effects in overlapping subgroups in randomized clinical trials with a time-to-event endpoint14
Random survival forests with multivariate longitudinal endogenous covariates14
Familywise error rate control for block response-adaptive randomization13
Quantile inference for multivariate response regression in joint modeling of longitudinal and survival data13
Simultaneous confidence intervals for an extended Koch-Röhmel design in three-arm non-inferiority trials13
Generalized Bayesian kernel machine regression13
Covariate selection for optimizing balance with an innovative adaptive randomization approach12
Competing risks models with two time scales12
A unified approach based on multidimensional scaling for calibration estimation in survey sampling with qualitative auxiliary information12
Evaluating prognostic biomarkers for survival outcomes subject to informative censoring12
An iterative matrix uncertainty selector for high-dimensional generalized linear models with measurement errors11
Smoothing Lexis diagrams using kernel functions: A contemporary approach11
Penalized variable selection in multi-parameter regression survival modeling11
A simple and robust parametric shared frailty model for recurrent events with the competing risk of death: An application to the Carvedilol Prospective Randomized Cumulative Survival trial11
Bayesian order constrained adaptive design for phase II clinical trials evaluating subgroup-specific treatment effect10
Quantification of the influence of risk factors with application to cardiovascular diseases in subjects with type 1 diabetes10
A Bayesian genomic selection approach incorporating prior feature ordering and population structures with application to coronary artery disease10
Quantifying proportion of treatment effect by surrogate endpoint under heterogeneity10
Empowering classification for multivariate functional data with simultaneous feature selection10
Model-based adaptive randomization procedures for heteroscedasticity of treatment responses9
Modified Brier score for evaluating prediction accuracy for binary outcomes9
The effect of estimating prevalences on the population-wise error rate9
Linearized maximum rank correlation estimation of doubly truncated data9
Hazard-based distributional regression via ordinary differential equations9
Adjusting for switches to multiple treatments: Should switches be handled separately or combined?9
Change plane model averaging for subgroup identification8
Testing for marginal covariate effect when the subgroup size induced by the covariate is informative8
More efficient estimators of the area under the receiver operating characteristic curve in paired ranked set sampling8
Addressing nonignorable missing data and heterogeneity in prognostic biomarker assessment8
Adaptive sample size re-estimation designs for a two-stage randomized trial with binary outcome8
A tight fit of the SIR dynamic epidemic model to daily cases of COVID-19 reported during the 2021–2022 Omicron surge in New York City: A novel approach8
qTPI: A quasi-toxicity probability interval design for phase I trials with multiple-grade toxicities8
Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis8
Review of sample size determination methods for the intraclass correlation coefficient in the one-way analysis of variance model8
A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology8
Improved survival analysis with shrinkage Kibria–Lukman estimators in the Cox model: Application to lung cancer data8
Sample size calculation for multi-arm parallel design with restricted mean survival time8
BOIN-ETC: A Bayesian optimal interval design considering efficacy and toxicity to identify the optimal dose combinations7
A practical review of response-adaptive randomization: Under-explored challenges and potential directions7
Statistical methods for clinical trials interrupted by the severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) pandemic: A review7
An effective method for modeling highly correlated interaction models with applications in Alzheimer’s disease analysis7
Regression analysis of multivariate recurrent event data allowing time-varying dependence with application to stroke registry data7
Estimand-based inference in the presence of long-term survivors7
Cause-specific hazard Cox models with partly interval censoring – Penalized likelihood estimation using Gaussian quadrature7
Fixed and random effect selections in generalized linear mixed models7
Combining multiple biomarkers linearly to minimize the Euclidean distance of the closest point on the receiver operating characteristic surface to the perfection corner in trichotomous settings7
Discrimination performance in illness-death models with interval-censored disease data7
Estimation and inference on the partial volume under the receiver operating characteristic surface7
Test sensitivity in a prospective cancer screening program: A critique of a common proxy measure7
Estimation in discrete time coarsened multivariate longitudinal models7
Using short-term endpoints to improve interim decision making and trial duration in two-stage phase II trials with nested binary endpoints6
Local linear approximation with Laplacian smoothing penalty and application in biology6
Using circulating tumor DNA as a novel biomarker of efficacy for dose-finding designs in oncology6
Handling missing data, skewness, and outliers in medical research: A robust factor analysis approach using the canonical fundamental skew-t distribution6
Improved and computationally stable estimation of relative risk regression with one binary exposure6
Using Bayesian evidence synthesis to quantify uncertainty in population trends in smoking behaviour6
A Weibull mixture cure frailty model for high-dimensional covariates6
Time-dependent receiver operating characteristic curve estimator for correlated right-censored time-to-event data6
Generalized fiducial inference for the restricted mean survival time6
A new framework for semi-Markovian parametric multi-state models with interval censoring6
A Bayesian latent class approach to causal inference with longitudinal data6
Interval estimation for the Youden index of a continuous diagnostic test with verification biased data6
Multiple imputation approaches for epoch-level accelerometer data in trials6
Editorial6
A generalized epidemiological model with dynamic and asymptomatic population6
Bivariate copula regression models for semi-competing risks5
The “Why” behind including “Y” in your imputation model5
Group sequential analysis of marked point processes: Plasma donation trials5
Joint estimation of multiple graphical models for an fMRI study of brain connectivity networks5
A hybrid prior Bayesian method for combining domestic real-world data and overseas data in global drug development5
Sample sizes required to estimate the protective efficacy of a vaccine when there is an unequal allocation of individuals across the vaccine and placebo groups5
Group lasso priors for Bayesian accelerated failure time models with left-truncated and interval-censored data5
Heterogeneous treatment effect estimation for observational data using model-based forests5
Additive hazards model with time-varying coefficients and imaging predictors5
Distribution-free control charts for mixed-type data based on rank of interpoint distances5
An overview of optimal designs under a given budget in cluster randomized trials with a binary outcome5
LASSO-type instrumental variable selection methods with an application to Mendelian randomization5
Comparison of statistical methods for the analysis of patient-reported outcomes in randomised controlled trials: A simulation study5
Adaptive enrichment trial designs using joint modelling of longitudinal and time-to-event data5
Semiparametric generalized estimating equations for repeated measurements in cross-over designs5
Bayesian analysis of joint quantile regression for multi-response longitudinal data with application to primary biliary cirrhosis sequential cohort study5
Use of clinical tolerance limits for assessing agreement5
Data-driven clustering of infectious disease incidence into age groups5
Covariate hypothesis tests for the cure rate in mixture cure models based on martingale difference correlation5
Confidence intervals and point estimates for treatment effects in adaptive enrichment designs5
Penalized estimation of general frailty Poisson models for recurrent count events5
Augmented two-stage estimation for treatment switching in oncology trials: Leveraging external data for improved precision5
Health utility adjusted survival: A composite endpoint for clinical trial designs5
Factorial survival analysis for treatment effects under dependent censoring4
Joint model with latent disease age: Overcoming the need for reference time4
A Bayesian transformation model for informative partly interval-censored data with covariates subject to measurement error4
Biomarker-driven optimal designs for patient enrollment restriction4
Using inverse probability of censoring weighting to estimate hypothetical estimands in clinical trials: Should we implement stabilisation, and if so how?4
Restricted mean survival time in cluster randomized trials with a small number of clusters: Improving variance estimation of the intervention effect from the pseudo-values regression4
Sample size determination for adaptive crossover trial in detecting gene-drug interactions4
Efficient algorithms for survival data with multiple outcomes using the frailty model4
Comparisons of various estimates of the I2 statistic for quantifying between-study heterogeneity in meta-analysis4
Quantile outcome adaptive lasso: Covariate selection for inverse probability weighting estimator of quantile treatment effects4
Divided-and-combined omnibus test for genetic association analysis with high-dimensional data4
Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of prognostic effects4
Strategies to boost statistical efficiency in randomized oncology trials with primary time-to-event endpoints4
Graphical methods to illustrate the nature of the relation between a continuous variable and the outcome when using restricted cubic splines with a Cox proportional hazards model4
Measuring the individualization potential of treatment individualization rules: Application to rules built with a new parametric interaction model for parallel-group clinical trials4
Bivariate joint models for survival and change of cognitive function4
Methods for comparative effectiveness based on time to confirmed disability progression with irregular observations in multiple sclerosis4
Regularization approaches in clinical biostatistics: A review of methods and their applications4
Vaccine efficacy estimands and power considerations4
Covariate-adjusted inference for doubly adaptive biased coin design4
Average treatment effect on the treated, under lack of positivity4
Estimating dynamic treatment regimes for ordinal outcomes with household interference: Application in household smoking cessation4
Quantifying the effects of air pollution on respiratory ill health treated in primary care when the locations of the populations at risk are partially unknown4
Simulating time-to-event data subject to competing risks and clustering: A review and synthesis4
Diagnostic accuracy analysis for multiple raters using probit hierarchical model for ordinal ratings4
Extended excess hazard models for spatially dependent survival data4
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