Statistical Methods in Medical Research

Papers
(The H4-Index of Statistical Methods in Medical Research is 19. 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 2020-03-01 to 2024-03-01.)
ArticleCitations
A tutorial on frailty models108
Mixed-effects models for the design and analysis of stepped wedge cluster randomized trials: An overview86
Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study52
Propensity score weighting under limited overlap and model misspecification47
Bootstrap inference for multiple imputation under uncongeniality and misspecification41
Estimation of causal effects of multiple treatments in observational studies with a binary outcome39
Random forests for high-dimensional longitudinal data38
Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the “large N, small p” setting33
Comparison of small-sample standard-error corrections for generalised estimating equations in stepped wedge cluster randomised trials with a binary outcome: A simulation study32
Multiple imputation with missing data indicators30
Hybrid test for publication bias in meta-analysis28
Adjusted win ratio with stratification: Calculation methods and interpretation27
Estimating the sample mean and standard deviation from order statistics and sample size in meta-analysis27
Small sample sizes: A big data problem in high-dimensional data analysis24
Estimation of required sample size for external validation of risk models for binary outcomes24
Conditional copula models for correlated survival endpoints: Individual patient data meta-analysis of randomized controlled trials23
Sample size and sample composition for constructing growth reference centiles23
Bayesian cluster hierarchical model for subgroup borrowing in the design and analysis of basket trials with binary endpoints23
Propensity score-based methods for causal inference in observational studies with non-binary treatments20
A study of alternative approaches to non-normal latent trait distributions in item response theory models used for health outcome measurement19
Performance of propensity score matching to estimate causal effects in small samples19
Spatial scan statistics can be dangerous19
0.051946878433228