Statistical Methods In Medical Research

Statistical Methods In Medical Research

医学研究中的统计方法

  • 3区 中科院分区
  • Q1 JCR分区

高引用文章

文章名称 引用次数
Optimally estimating the sample mean from the sample size, median, mid-range, and/or mid-quartile range 147
Group-based multi-trajectory modeling 58
Compositional data analysis for physical activity, sedentary time and sleep research 49
Sample size for binary logistic prediction models: Beyond events per variable criteria 43
The compositional isotemporal substitution model: A method for estimating changes in a health outcome for reallocation of time between sleep, physical activity and sedentary behaviour 33
Should multiple imputation be the method of choice for handling missing data in randomized trials? 26
The choice of methods in determining the optimal cut-off value for quantitative diagnostic test evaluation 22
Propensity score analysis with partially observed covariates: How should multiple imputation be used? 22
Modeling the spread of Middle East respiratory syndrome coronavirus in Saudi Arabia 21
Multiple imputation by chained equations for systematically and sporadically missing multilevel data 19
Impact of non-uniform correlation structure on sample size and power in multiple-period cluster randomised trials 18
One-stage dose-response meta-analysis for aggregated data 16
Including historical data in the analysis of clinical trials: Is it worth the effort? 13
Propensity score matching and complex surveys 13
Use of the concordance index for predictors of censored survival data 13
Confidence and coverage for Bland-Altman limits of agreement and their approximate confidence intervals 12
ANOVA model for network meta-analysis of diagnostic test accuracy data 11
An overview of methods for network meta-analysis using individual participant data: when do benefits arise? 11
Efficient body fat estimation using multistage pair ranked set sampling 10
Recommendations on multiple testing adjustment in multi-arm trials with a shared control group 10
Now trending: Coping with non-parallel trends in difference-in-differences analysis 10
Controlled multi-arm platform design using predictive probability 10
Exact confidence limits for the response rate in two-stage designs with over- or under-enrollment in the second stage 9
Identification of predicted individual treatment effects in randomized clinical trials 9
Optimized adaptive enrichment designs 9
Inference for the treatment effect in multiple-period cluster randomised trials when random effect correlation structure is misspecified 9
Prediction intervals for random-effects meta-analysis: A confidence distribution approach 8
Correcting for dependent censoring in routine outcome monitoring data by applying the inverse probability censoring weighted estimator 8
A simple method to estimate the time-dependent receiver operating characteristic curve and the area under the curve with right censored data 8
A framework for meta-analysis of prediction model studies with binary and time-to-event outcomes 8
Individual treatment effect prediction for amyotrophic lateral sclerosis patients 8
An extension of generalized pairwise comparisons for prioritized outcomes in the presence of censoring 8
Extending multivariate-t linear mixed models for multiple longitudinal data with censored responses and heavy tails 8
A review of statistical updating methods for clinical prediction models 8
Robust functional regression model for marginal mean and subject-specific inferences 7
Leveraging electronic health records for predictive modeling of post-surgical complications 7
Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees 7
A review and comparison of Bayesian and likelihood-based inferences in beta regression and zero-or-one-inflated beta regression 7
Dynamic predictions in Bayesian functional joint models for longitudinal and time-to-event data: An application to Alzheimer's disease 7
Meta-analysis of prediction model performance across multiple studies: Which scale helps ensure between-study normality for the C-statistic and calibration measures? 7
Extrapolation of efficacy and other data to support the development of new medicines for children: A systematic review of methods 7
Continuously updated network meta-analysis and statistical monitoring for timely decision-making 7
Personalized dynamic prediction of death according to tumour progression and high-dimensional genetic factors: Meta-analysis with a joint model 7
Model-based sensitivity analysis for outcome reporting bias in the meta analysis of benefit and harm outcomes 6
Scalable collaborative targeted learning for high-dimensional data 6
Mixed hidden Markov quantile regression models for longitudinal data with possibly incomplete sequences 6
On adaptive propensity score truncation in causal inference 6
A new parsimonious model for ordinal longitudinal data with application to subjective evaluations of a gastrointestinal disease 6
Estimating under-five mortality in space and time in a developing world context 6
Joint longitudinal and time-to-event models for multilevel hierarchical data 6