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The design of simulation studies in medical statistics
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/0470011815.b2a15138openalex-snapshot
Sample Size Determination
inferredcites →https://doi.org/10.1002/9780470230381openalex-snapshot
Simulation and the Monte Carlo Method
inferredcites →https://doi.org/10.1002/9780470316511openalex-snapshot
Simulation and the Monte Carlo Method
inferredcites →https://doi.org/10.1002/9781118631980openalex-snapshot
Simulation and the Monte Carlo Method
inferredcites →https://doi.org/10.1002/9781119013563openalex-snapshot
Statistical Analysis with Missing Data
inferredcites →https://doi.org/10.1002/sim.1620openalex-snapshot
Comparing regression methods for the two‐stage clonal expansion model of carcinogenesis
inferredcites →https://doi.org/10.1002/sim.1621openalex-snapshot
A new measure of prognostic separation in survival data
inferredcites →https://doi.org/10.1002/sim.1674openalex-snapshot
Evaluation of Cox's model and logistic regression for matched case‐control data with time‐dependent covariates: a simulation study
inferredcites →https://doi.org/10.1002/sim.1687openalex-snapshot
Inflation of the type I error rate when a continuous confounding variable is categorized in logistic regression analyses
inferredcites →https://doi.org/10.1002/sim.1688openalex-snapshot
Increasing the sample size when the unblinded interim result is promising
inferredcites →https://doi.org/10.1002/sim.1752openalex-snapshot
Controlling the risk of spurious findings from meta‐regression
inferredcites →https://doi.org/10.1002/sim.1753openalex-snapshot
A simple approach to power and sample size calculations in logistic regression and Cox regression models
inferredcites →https://doi.org/10.1002/sim.1771openalex-snapshot
Sample size determination for comparing several survival curves with unequal allocations
inferredcites →https://doi.org/10.1002/sim.1830openalex-snapshot
Estimating treatment effect in the presence of non‐compliance measured with error: precision and robustness of data analysis methods
inferredcites →https://doi.org/10.1002/sim.1858openalex-snapshot
Methods for modelling change in cluster randomization trials
inferredcites →https://doi.org/10.1002/sim.1867openalex-snapshot
Imputation for incomplete high‐dimensional multivariate normal data using a common factor model
inferredcites →https://doi.org/10.1002/sim.2059openalex-snapshot
Generating survival times to simulate Cox proportional hazards models
inferredcites →https://doi.org/10.1002/sim.2099openalex-snapshot
A comparison of imputation methods in a longitudinal randomized clinical trial
inferredcites →https://doi.org/10.1002/sim.2201openalex-snapshot
Bayesian decision procedures for dose‐escalation based on evidence of undesirable events and therapeutic benefit
inferredcites →https://doi.org/10.1007/978-0-387-32833-1_341openalex-snapshot
Random Number Generation
inferredcites →https://doi.org/10.1007/978-1-4757-3799-8openalex-snapshot
The Design and Analysis of Computer Experiments
inferredcites →https://doi.org/10.1007/978-1-4757-4145-2openalex-snapshot
Monte Carlo Statistical Methods
inferredcites →https://doi.org/10.1007/978-1-4899-4485-6_1openalex-snapshot
10.1007/978-1-4899-4485-6_1
inferredcites →https://doi.org/10.1007/978-1-4899-4541-9openalex-snapshot
An Introduction to the Bootstrap
inferredcites →https://doi.org/10.1007/s00362-002-0124-9openalex-snapshot
Is a small Monte Carlo analysis a good analysis?
inferredcites →https://doi.org/10.1016/j.jspi.2004.06.002openalex-snapshot
Asymptotic properties of a two sample randomized test for partially dependent data
inferredcites →https://doi.org/10.1023/a:1020750810409openalex-snapshot
Marginal and hazard ratio specific random data generation: Applications to semi-parametric bootstrapping
inferredcites →https://doi.org/10.1023/b:ejep.0000036568.02655.f8openalex-snapshot
Loss to Follow-Up in Cohort Studies: How Much is Too Much?
inferredcites →https://doi.org/10.1037//1082-989x.7.1.19openalex-snapshot
On the practice of dichotomization of quantitative variables.
inferredcites →https://doi.org/10.1037//1082-989x.7.2.147openalex-snapshot
Missing data: Our view of the state of the art.
inferredcites →https://doi.org/10.1037/1082-989x.6.4.317openalex-snapshot
The use of multiple imputation for the analysis of missing data.
inferredcites →https://doi.org/10.1037/1082-989x.6.4.330openalex-snapshot
A comparison of inclusive and restrictive strategies in modern missing data procedures.
inferredcites →https://doi.org/10.1080/00401706.2000.10485722openalex-snapshot
Monte Carlo Statistical Methods
inferredcites →https://doi.org/10.1080/01621459.1999.10474195openalex-snapshot
Proportional Hazards Regression with Missing Covariates
inferredcites →https://doi.org/10.1109/wsc.1990.129482openalex-snapshot
Guidelines for successful simulation studies
inferredcites →https://doi.org/10.1111/1467-9639.00033openalex-snapshot
On Simulation and the Teaching of Statistics
inferredcites →https://doi.org/10.1111/j.1467-9868.2004.00442.xopenalex-snapshot
Recurrent Events Analysis in the Presence of Time-Dependent Covariates and Dependent Censoring
inferredcites →https://doi.org/10.1198/016214501753168406openalex-snapshot
Data Analysis by Resampling: Concepts and Applications
inferredcites →https://doi.org/10.1198/106186004x12605openalex-snapshot
Statistical Simulations on Parallel Computers
inferredcites →https://doi.org/10.1198/tech.2005.s314openalex-snapshot
Handbook of Computational Statistics
inferredcites →https://doi.org/10.1201/9780429246593openalex-snapshot
An Introduction to the Bootstrap
inferredcites →https://doi.org/10.1201/b14835-6openalex-snapshot
Introducing Markov chain Monte Carlo
inferredcites →https://doi.org/10.1214/ss/1177012413openalex-snapshot
Design and Analysis of Computer Experiments
inferredcites →https://doi.org/10.22237/jmasm/1114907220openalex-snapshot
JMASM16: Pseudo-Random Number Generation In R For Some Univariate Distributions
inferredcites →https://doi.org/10.2307/2289883openalex-snapshot
Statistical Analysis With Missing Data
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4854861openalex-extracted
The Performance of Prognostic Models Depended on the Choice of Missing Value Imputation Algorithm: A Simulation Study
inferred← citeshttps://doi.org/10.1002/acr.20416openalex-snapshot
Modeling smoking in systemic sclerosis: A comparison of different statistical approaches
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Missing data in randomized controlled trials of rheumatoid arthritis with radiographic outcomes: A simulation study
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Difference of two dependent sensitivities and specificities: Comparison of various approaches
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Evaluation of a two‐part regression calibration to adjust for dietary exposure measurement error in the Cox proportional hazards model: A simulation study
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A zero‐augmented generalized gamma regression calibration to adjust for covariate measurement error: A case of an episodically consumed dietary intake
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Observations below multiple lower limits of quantification: How to estimate the mean and variance
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Quantitative assessment of adverse events in clinical trials: Comparison of methods at an interim and the final analysis
inferred← citeshttps://doi.org/10.1002/bimj.201900011openalex-snapshot
Multiple imputation in the presence of an incomplete binary variable created from an underlying continuous variable
inferred← citeshttps://doi.org/10.1002/bimj.201900360openalex-snapshot
Multiple imputation methods for handling missing values in longitudinal studies with sampling weights: Comparison of methods implemented in Stata
inferred← citeshttps://doi.org/10.1002/bimj.202000343openalex-snapshot
Evaluation of approaches for accommodating interactions and non‐linear terms in multiple imputation of incomplete three‐level data
inferred← citeshttps://doi.org/10.1002/bimj.202100292openalex-snapshot
Impact of the matching algorithm on the treatment effect estimate: A neutral comparison study
inferred← citeshttps://doi.org/10.1002/bimj.202200091openalex-snapshot
Pitfalls and potentials in simulation studies: Questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method
inferred← citeshttps://doi.org/10.1002/bimj.202200095openalex-snapshot
The Bayesian simulation study (BASIS) framework for simulation studies in statistical and methodological research
inferred← citeshttps://doi.org/10.1002/bimj.202200102openalex-snapshot
Relative likelihood ratios for neutral comparisons of statistical tests in simulation studies
inferred← citeshttps://doi.org/10.1002/bimj.202200104openalex-snapshot
Against the “one method fits all data sets” philosophy for comparison studies in methodological research
inferred← citeshttps://doi.org/10.1002/bimj.202200212openalex-snapshot
On the role of benchmarking data sets and simulations in method comparison studies
inferred← citeshttps://doi.org/10.1002/bimj.202200333openalex-snapshot
Pairwise fitting of piecewise mixed models for the joint modeling of multivariate longitudinal outcomes, in a randomized crossover trial
inferred← citeshttps://doi.org/10.1002/bimj.202300101openalex-snapshot
Meta‐Analysis of Diagnostic Accuracy Studies With Multiple Thresholds: Comparison of Approaches in a Simulation Study
inferred← citeshttps://doi.org/10.1002/bimj.70061openalex-snapshot
Outcomes Truncated by Death in RCTs: A Simulation Study on the Survivor Average Causal Effect
inferred← citeshttps://doi.org/10.1002/bimj.70080openalex-snapshot
Federated Mixed Effects Logistic Regression Based on One‐Time Shared Summary Statistics
inferred← citeshttps://doi.org/10.1002/bimj.70174openalex-snapshot
Extended Multi‐Stage Drop‐the‐Losers Design for Multi‐Arm Clinical Trials Using Binary and Survival Endpoints
inferred← citeshttps://doi.org/10.1002/cjs.10046openalex-snapshot
Estimation methods for time‐dependent AUC models with survival data
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Identifying the timing and duration of collecting patient priorities in an orthopedic clinic
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Best Practices for Evaluating Mutation Prediction Methods
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Thought experiments: Review and recommendations
inferred← citeshttps://doi.org/10.1002/jrsm.1196openalex-snapshot
Impact of analysing continuous outcomes using final values, change scores and analysis of covariance on the performance of meta‐analytic methods: a simulation study
inferred← citeshttps://doi.org/10.1002/jrsm.1266openalex-snapshot
Detecting small‐study effects and funnel plot asymmetry in meta‐analysis of survival data: A comparison of new and existing tests
inferred← citeshttps://doi.org/10.1002/jrsm.1511openalex-snapshot
Methods for population adjustment with limited access to individual patient data: A review and simulation study
inferred← citeshttps://doi.org/10.1002/jrsm.1579openalex-snapshot
A semiparametric approach for meta‐analysis of diagnostic accuracy studies with multiple cut‐offs
inferred← citeshttps://doi.org/10.1002/jrsm.1585openalex-snapshot
Comparing methods for handling missing covariates in meta‐regression
inferred← citeshttps://doi.org/10.1002/nur.20341openalex-snapshot
Randomization for clinical research: An easy‐to‐use spreadsheet method
inferred← citeshttps://doi.org/10.1002/pds.1757openalex-snapshot
Bias–variance trade‐off in pharmacoepidemiological studies using physician‐preference‐based instrumental variables: a simulation study
inferred← citeshttps://doi.org/10.1002/pds.3555openalex-snapshot
Performance of instrumental variable methods in cohort and nested case–control studies: a simulation study
inferred← citeshttps://doi.org/10.1002/pds.4091openalex-snapshot
Comparative evaluation of methods approximating drug prescription durations in claims data: modeling, simulation, and application to real data
inferred← citeshttps://doi.org/10.1002/pds.70329openalex-snapshot
A Methodological Review of Simulation Studies Published in Pharmacoepidemiology and Drug Safety
inferred← citeshttps://doi.org/10.1002/psp4.70232openalex-snapshot
Assessing Covariate Clinical Relevance in High‐Dimensional PK Analysis: A Comparison of SCM +, FFEM , and FREM Approaches
inferred← citeshttps://doi.org/10.1002/pst.1612openalex-snapshot
Adjusting for centre heterogeneity in multicentre clinical trials with a time‒to‒event outcome
inferred← citeshttps://doi.org/10.1002/pst.1685openalex-snapshot
Influenza vaccine efficacy trials: a simulation approach to understand failures from the past
inferred← citeshttps://doi.org/10.1002/pst.1789openalex-snapshot
Proposed best practice for projects that involve modelling and simulation
inferred← citeshttps://doi.org/10.1002/pst.2302openalex-snapshot
Combining evidence from clinical trials in conditional or accelerated approval
inferred← citeshttps://doi.org/10.1002/pst.346openalex-snapshot
Use of simulation to compare the performance of minimization with stratified blocked randomization
inferred← citeshttps://doi.org/10.1002/pst.70117openalex-snapshot
Evaluating the Impact of Outcome Delay on the Efficiency of Sample Size Re‐Estimation
inferred← citeshttps://doi.org/10.1002/sim.10012openalex-snapshot
Statistical plasmode simulations–Potentials, challenges and recommendations
inferred← citeshttps://doi.org/10.1002/sim.10210openalex-snapshot
Trivariate Joint Modeling for Family Data with Longitudinal Counts, Recurrent Events and a Terminal Event with Application to Lynch Syndrome
inferred← citeshttps://doi.org/10.1002/sim.3092openalex-snapshot
Comparison of algorithms to generate event times conditional on time‐dependent covariates
inferred← citeshttps://doi.org/10.1002/sim.3095openalex-snapshot
Construction of confidence limits about effect measures: A general approach
inferred← citeshttps://doi.org/10.1002/sim.3200openalex-snapshot
Impact of mis‐specification of the treatment model on estimates from a marginal structural model
inferred← citeshttps://doi.org/10.1002/sim.3389openalex-snapshot
Bias in frequently reported analyses of subfertility trials
inferred← citeshttps://doi.org/10.1002/sim.3476openalex-snapshot
The performance of multiple imputation for missing covariate data within the context of regression relative survival analysis
inferred← citeshttps://doi.org/10.1002/sim.3516openalex-snapshot
Simulating competing risks data in survival analysis
inferred← citeshttps://doi.org/10.1002/sim.3622openalex-snapshot
A comparison of several approaches for choosing between working correlation structures in generalized estimating equation analysis of longitudinal binary data
inferred← citeshttps://doi.org/10.1002/sim.3793openalex-snapshot
Estimating adjusted risk difference (RD) and number needed to treat (NNT) measures in the Cox regression model
inferred← citeshttps://doi.org/10.1002/sim.3879openalex-snapshot
Robust non‐parametric one‐sample tests for the analysis of recurrent events
inferred← citeshttps://doi.org/10.1002/sim.3939openalex-snapshot
Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects
inferred← citeshttps://doi.org/10.1002/sim.4022openalex-snapshot
Multiple testing of treatment‐effect‐modifying biomarkers in a randomized clinical trial with a survival endpoint
inferred← citeshttps://doi.org/10.1002/sim.4044openalex-snapshot
Accuracy and cut‐off point selection in three‐class classification problems using a generalization of the Youden index
inferred← citeshttps://doi.org/10.1002/sim.4093openalex-snapshot
Adaptive trimmed t‐statistics for identifying predominantly high expression in a microarray experiment
inferred← citeshttps://doi.org/10.1002/sim.4242openalex-snapshot
A simulation study of predictive ability measures in a survival model I: Explained variation measures
inferred← citeshttps://doi.org/10.1002/sim.4268openalex-snapshot
New variable selection methods for zero‐inflated count data with applications to the substance abuse field
inferred← citeshttps://doi.org/10.1002/sim.5317openalex-snapshot
A simulation study of finite‐sample properties of marginal structural Cox proportional hazards models
inferred← citeshttps://doi.org/10.1002/sim.5418openalex-snapshot
Generalized multidimensional dynamic allocation method
inferred← citeshttps://doi.org/10.1002/sim.5422openalex-snapshot
Performance of bias‐correction methods for exposure measurement error using repeated measurements with and without missing data
inferred← citeshttps://doi.org/10.1002/sim.5425openalex-snapshot
Estimating associations of mobile phone use and brain tumours taking into account laterality: a comparison and theoretical evaluation of applied methods
inferred← citeshttps://doi.org/10.1002/sim.5510openalex-snapshot
Statistical models for longitudinal zero‐inflated count data with applications to the substance abuse field
inferred← citeshttps://doi.org/10.1002/sim.5592openalex-snapshot
Generalization of Youden index for multiple‐class classification problems applied to the assessment of externally validated cognition in Parkinson disease screening
inferred← citeshttps://doi.org/10.1002/sim.5689openalex-snapshot
The trend odds model for ordinal data
inferred← citeshttps://doi.org/10.1002/sim.5795openalex-snapshot
Propensity scores used for analysis of cluster randomized trials with selection bias: a simulation study
inferred← citeshttps://doi.org/10.1002/sim.5796openalex-snapshot
Kappa statistic for clustered dichotomous responses from physicians and patients
inferred← citeshttps://doi.org/10.1002/sim.5823openalex-snapshot
Simulating biologically plausible complex survival data
inferred← citeshttps://doi.org/10.1002/sim.5854openalex-snapshot
Nonlinear multiple imputation for continuous covariate within semiparametric Cox model: application to HIV data in Senegal
inferred← citeshttps://doi.org/10.1002/sim.5909openalex-snapshot
Meta‐analysis for diagnostic accuracy studies: a new statistical model using beta‐binomial distributions and bivariate copulas
inferred← citeshttps://doi.org/10.1002/sim.6023openalex-snapshot
Empirical versus natural weighting in random effects meta‐analysis by J. J. Shuster, Statistics in Medicine 2010; 29(12):1259–65
inferred← citeshttps://doi.org/10.1002/sim.6185openalex-snapshot
Propensity score methods for estimating relative risks in cluster randomized trials with low‐incidence binary outcomes and selection bias
inferred← citeshttps://doi.org/10.1002/sim.6303openalex-snapshot
Time‐varying effect models for ordinal responses with applications in substance abuse research
inferred← citeshttps://doi.org/10.1002/sim.6308openalex-snapshot
Interaction of treatment with a continuous variable: simulation study of power for several methods of analysis
inferred← citeshttps://doi.org/10.1002/sim.6324openalex-snapshot
Selecting a separable parametric spatiotemporal covariance structure for longitudinal imaging data
inferred← citeshttps://doi.org/10.1002/sim.6487openalex-snapshot
Two‐stage designs for cross‐over bioequivalence trials
inferred← citeshttps://doi.org/10.1002/sim.6583openalex-snapshot
Nonparametric meta‐analysis for diagnostic accuracy studies
inferred← citeshttps://doi.org/10.1002/sim.6602openalex-snapshot
Optimal full matching for survival outcomes: a method that merits more widespread use
inferred← citeshttps://doi.org/10.1002/sim.6787openalex-snapshot
Sample size considerations for the external validation of a multivariable prognostic model: a resampling study
inferred← citeshttps://doi.org/10.1002/sim.70102openalex-snapshot
Continuous‐Time Causal Inference With Marked Point Process Weights: An Example on Sodium‐Glucose Co‐Transporters 2 Inhibitor Medications and Urinary Tract Infection
inferred← citeshttps://doi.org/10.1002/sim.70132openalex-snapshot
A Bayesian Hierarchical Mixture Cure Modelling Framework to Utilize Multiple Survival Datasets for Long‐Term Survivorship Estimates: A Case Study From Previously Untreated Metastatic Melanoma
inferred← citeshttps://doi.org/10.1002/sim.7019openalex-snapshot
Use of the landmark method to address immortal person-time bias in comparative effectiveness research: a simulation study
inferred← citeshttps://doi.org/10.1002/sim.70303openalex-snapshot
On “Confirmatory” Methodological Research in Statistics and Related Fields
inferred← citeshttps://doi.org/10.1002/sim.70449openalex-snapshot
Clinical Trial Simulation: Planning With the OCTAVE Framework, Implementation and Validation Principles
inferred← citeshttps://doi.org/10.1002/sim.7145openalex-snapshot
On the estimation of intracluster correlation for time-to-event outcomes in cluster randomized trials
inferred← citeshttps://doi.org/10.1002/sim.7171openalex-snapshot
One-stage individual participant data meta-analysis models: estimation of treatment-covariate interactions must avoid ecological bias by separating out within-trial and across-trial information
inferred← citeshttps://doi.org/10.1002/sim.7664openalex-snapshot
Estimating long‐term treatment effects in observational data: A comparison of the performance of different methods under real‐world uncertainty
inferred← citeshttps://doi.org/10.1002/sim.7668openalex-snapshot
Robust analysis of stepped wedge trials using cluster‐level summaries within periods
inferred← citeshttps://doi.org/10.1002/sim.7818openalex-snapshot
Estimation of exposure‐attributable fractions from time series: A simulation study
inferred← citeshttps://doi.org/10.1002/sim.7929openalex-snapshot
Incorporation of frailties into a cure rate regression model and its diagnostics and application to melanoma data
inferred← citeshttps://doi.org/10.1002/sim.7961openalex-snapshot
Investigation of one‐stage meta‐analysis methods for joint longitudinal and time‐to‐event data through simulation and real data application
inferred← citeshttps://doi.org/10.1002/sim.8004openalex-snapshot
Population‐calibrated multiple imputation for a binary/categorical covariate in categorical regression models
inferred← citeshttps://doi.org/10.1002/sim.8029openalex-snapshot
A Bayesian approach to Mendelian randomisation with dependent instruments
inferred← citeshttps://doi.org/10.1002/sim.8086openalex-snapshot
Using simulation studies to evaluate statistical methods
inferred← citeshttps://doi.org/10.1002/sim.8177openalex-snapshot
Bootstrapping complex time‐to‐event data without individual patient data, with a view toward time‐dependent exposures
inferred← citeshttps://doi.org/10.1002/sim.8188openalex-snapshot
Cloud‐based simulation studies in R ‐ A tutorial on using doRedis with Amazon spot fleets
inferred← citeshttps://doi.org/10.1002/sim.8193openalex-snapshot
Simulation and data‐generation for random‐effects network meta‐analysis of binary outcome
inferred← citeshttps://doi.org/10.1002/sim.8209openalex-snapshot
Estimation of the adjusted cause‐specific cumulative probability using flexible regression models for the cause‐specific hazards
inferred← citeshttps://doi.org/10.1002/sim.8309openalex-snapshot
Impact of model misspecification in shared frailty survival models
inferred← citeshttps://doi.org/10.1002/sim.8359openalex-snapshot
Measurement error in continuous endpoints in randomised trials: Problems and solutions
inferred← citeshttps://doi.org/10.1002/sim.8404openalex-snapshot
Confidence interval estimation for the changepoint of treatment stratification in the presence of a qualitative covariate‐treatment interaction
inferred← citeshttps://doi.org/10.1002/sim.8586openalex-snapshot
Regression models using parametric pseudo‐observations
inferred← citeshttps://doi.org/10.1002/sim.8879openalex-snapshot
Multiple imputation strategies for a bounded outcome variable in a competing risks analysis
inferred← citeshttps://doi.org/10.1002/sim.8882openalex-snapshot
Power and sample size for multistate model analysis of longitudinal discrete outcomes in disease prevention trials
inferred← citeshttps://doi.org/10.1002/sim.9154openalex-snapshot
A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint
inferred← citeshttps://doi.org/10.1002/sim.9171openalex-snapshot
Inverse probability weighting and doubly robust standardization in the relative survival framework
inferred← citeshttps://doi.org/10.1002/sim.9495openalex-snapshot
Restricted mean survival time regression model with time‐dependent covariates
inferred← citeshttps://doi.org/10.1002/sim.9515openalex-snapshot
Multiple imputation approaches for handling incomplete three‐level data with time‐varying cluster‐memberships
inferred← citeshttps://doi.org/10.1002/sim.9657openalex-snapshot
Individual frailty excess hazard models in cancer epidemiology
inferred← citeshttps://doi.org/10.1002/sim.9768openalex-snapshot
A combined multilevel factor analysis and covariance regression model with mixed effects in the mean and variance structure
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Principles of Simulation
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Competing Risks and Multistate Models with R
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Reporting on a Simulation Study
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The Role of Simulation-Based Studies in Software Engineering Research
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The Probability of Being Better or Worse Off, and by How Much, Depending on Experimental Conditions with Skew Normal Populations
inferred← citeshttps://doi.org/10.1007/978-3-031-96033-8_33openalex-snapshot
Joint Modeling of Longitudinal Data and Survival Outcome with Multiple Missing Sources
inferred← citeshttps://doi.org/10.1007/978-3-642-55345-5_8openalex-snapshot
Design and Analysis of Clinical Trial Simulations
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Joint Generation of Binary, Ordinal, Count, and Normal Data with Specified Marginal and Association Structures in Monte-Carlo Simulations
inferred← citeshttps://doi.org/10.1007/978-981-10-3307-0_10openalex-snapshot
Statistical Methodologies for Dealing with Incomplete Longitudinal Outcomes Due to Dropout Missing at Random
inferred← citeshttps://doi.org/10.1007/978-981-10-3307-0_4openalex-snapshot
Anatomy of Correlational Magnitude Transformations in Latency and Discretization Contexts in Monte-Carlo Studies
inferred← citeshttps://doi.org/10.1007/s00180-013-0424-7openalex-snapshot
Evaluation of confidence intervals for the kappa statistic when the assumption of marginal homogeneity is violated
inferred← citeshttps://doi.org/10.1007/s00411-012-0403-3openalex-snapshot
Impact of measurement error in radon exposure on the estimated excess relative risk of lung cancer death in a simulated study based on the French Uranium Miners’ Cohort
inferred← citeshttps://doi.org/10.1007/s00414-025-03616-wopenalex-snapshot
Assessing observer-dependent dental age estimation procedures: intra- and inter-observer reliability across four well established radiographic systems for dental analysis
inferred← citeshttps://doi.org/10.1007/s10182-021-00427-3openalex-snapshot
Improving the causal treatment effect estimation with propensity scores by the bootstrap
inferred← citeshttps://doi.org/10.1007/s10198-022-01472-8openalex-snapshot
Understanding bias in probabilistic analysis in model-based health economic evaluation
inferred← citeshttps://doi.org/10.1007/s10654-009-9341-zopenalex-snapshot
The impact of unmeasured baseline effect modification on estimates from an inverse probability of treatment weighted logistic model
inferred← citeshttps://doi.org/10.1007/s10654-021-00802-zopenalex-snapshot
Methodical considerations on adjusting for Charlson Comorbidity Index in epidemiological studies
inferred← citeshttps://doi.org/10.1007/s10654-025-01278-xopenalex-snapshot
Estimating overall survival by combining administrative and hospital death data: a methodological challenge
inferred← citeshttps://doi.org/10.1007/s10664-015-9386-4openalex-snapshot
Experimentation with dynamic simulation models in software engineering: planning and reporting guidelines
inferred← citeshttps://doi.org/10.1007/s10664-023-10370-3openalex-snapshot
Operationalizing validity of empirical software engineering studies
inferred← citeshttps://doi.org/10.1007/s10742-012-0086-xopenalex-snapshot
Are generalized additive models for location, scale, and shape an improvement on existing models for estimating skewed and heteroskedastic cost data?
inferred← citeshttps://doi.org/10.1007/s10742-014-0126-9openalex-snapshot
A bivariate mixed-effects location-scale model with application to ecological momentary assessment (EMA) data
inferred← citeshttps://doi.org/10.1007/s10742-022-00293-9openalex-snapshot
Sample size recommendations for studies on reliability and measurement error: an online application based on simulation studies
inferred← citeshttps://doi.org/10.1007/s11095-015-1699-xopenalex-snapshot
Generating Virtual Patients by Multivariate and Discrete Re-Sampling Techniques
inferred← citeshttps://doi.org/10.1007/s11136-014-0648-1openalex-snapshot
Assessment of score- and Rasch-based methods for group comparison of longitudinal patient-reported outcomes with intermittent missing data (informative and non-informative)
inferred← citeshttps://doi.org/10.1007/s11136-018-1861-0openalex-snapshot
A systematic review of the quality of reporting of simulation studies about methods for the analysis of complex longitudinal patient-reported outcomes data
inferred← citeshttps://doi.org/10.1007/s11136-025-04113-8openalex-snapshot
Defining an optimal cut-off for subscales without a gold standard: a novel method using inflection points of latent attribute probabilities and raw scores
inferred← citeshttps://doi.org/10.1007/s11634-021-00455-6openalex-snapshot
Is there a role for statistics in artificial intelligence?
inferred← citeshttps://doi.org/10.1007/s12561-026-09540-wopenalex-snapshot
Estimating the Complier Average Causal Effect in Randomised Controlled Trials with Non-compliance: A Comparative Simulation Study of the Instrumental Variables and Per-Protocol Analyses
inferred← citeshttps://doi.org/10.1007/s40258-020-00620-6openalex-snapshot
What is the Impact of the Analysis Method Used for Health State Utility Values on QALYs in Oncology? A Simulation Study Comparing Progression-Based and Time-to-Death Approaches
inferred← citeshttps://doi.org/10.1007/s40273-015-0298-3openalex-snapshot
Evaluating the Generalisability of Trial Results: Introducing a Centre- and Trial-Level Generalisability Index
inferred← citeshttps://doi.org/10.1007/s40865-018-0085-xopenalex-snapshot
The Impact of Missing Risk Factor Data on Semiparametric Group-Based Trajectory Models
inferred← citeshttps://doi.org/10.1007/s43441-026-01037-4openalex-snapshot
Constructing an Evidence-Based Validity Rationale for a Multi-component Endpoint in Heterogeneous Populations
inferred← citeshttps://doi.org/10.1016/b978-0-443-26629-4.00237-9openalex-snapshot
Monte Carlo simulation
inferred← citeshttps://doi.org/10.1016/j.aap.2009.08.018openalex-snapshot
Statistical modelling for falls count data
inferred← citeshttps://doi.org/10.1016/j.alcr.2019.04.018openalex-snapshot
Identification of developmental trajectory classes: Comparing three latent class methods using simulated and real data
inferred← citeshttps://doi.org/10.1016/j.atherosclerosis.2010.07.022openalex-snapshot
Can a consensus be reached on waist circumference cutoffs by optimising sensitivity and specificity?
inferred← citeshttps://doi.org/10.1016/j.bbapap.2013.07.018openalex-snapshot
A practical guide to epidemiological practice and standards in the identification and validation of diagnostic markers using a bladder cancer example
inferred← citeshttps://doi.org/10.1016/j.bjane.2023.11.003openalex-snapshot
Assessment of the learning curve of peribulbar blocks using the Learning-Curve Cumulative Sum Method (LC-CUSUM): an observational study
inferred← citeshttps://doi.org/10.1016/j.bjane.2026.844765openalex-snapshot
Coronary artery bypass grafting in Jehovah’s Witness patients: a retrospective propensity matched cohort study
inferred← citeshttps://doi.org/10.1016/j.caeai.2022.100067openalex-snapshot
Quantifying variability in predictions of student performance: Examining the impact of bootstrap resampling in data pipelines
inferred← citeshttps://doi.org/10.1016/j.cam.2024.116103openalex-snapshot
Censored imputation of time to event outcome through survival proximity score method
inferred← citeshttps://doi.org/10.1016/j.canep.2017.02.005openalex-snapshot
Correcting bias due to missing stage data in the non-parametric estimation of stage-specific net survival for colorectal cancer using multiple imputation
inferred← citeshttps://doi.org/10.1016/j.cct.2015.05.009openalex-snapshot
Advances in the meta-analysis of heterogeneous clinical trials I: The inverse variance heterogeneity model
inferred← citeshttps://doi.org/10.1016/j.cct.2015.05.010openalex-snapshot
Advances in the meta-analysis of heterogeneous clinical trials II: The quality effects model
inferred← citeshttps://doi.org/10.1016/j.cmpb.2012.09.003openalex-snapshot
A simulation procedure based on copulas to generate clustered multi-state survival data
inferred← citeshttps://doi.org/10.1016/j.cmpb.2016.04.010openalex-snapshot
CopyMean: A new method to predict monotone missing values in longitudinal studies
inferred← citeshttps://doi.org/10.1016/j.cmpb.2016.09.009openalex-snapshot
Log-normal frailty models fitted as Poisson generalized linear mixed models
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2014.03.008openalex-snapshot
Use of agent-based simulations to design and interpret HIV clinical trials
inferred← citeshttps://doi.org/10.1016/j.conctc.2018.01.002openalex-snapshot
Investigating the impact of design characteristics on statistical efficiency within discrete choice experiments: A systematic survey
inferred← citeshttps://doi.org/10.1016/j.conctc.2020.100684openalex-snapshot
Intention-to-treat analysis when only a baseline value is available
inferred← citeshttps://doi.org/10.1016/j.csda.2012.11.016openalex-snapshot
Sample size requirements to detect an intervention by time interaction in longitudinal cluster randomized clinical trials with random slopes
inferred← citeshttps://doi.org/10.1016/j.csda.2013.07.015openalex-snapshot
Finding the optimal cut-point for Gaussian and Gamma distributed biomarkers
inferred← citeshttps://doi.org/10.1016/j.csda.2014.09.021openalex-snapshot
Performance measures of the bivariate random effects model for meta-analyses of diagnostic accuracy
inferred← citeshttps://doi.org/10.1016/j.csda.2026.108466openalex-snapshot
Comparison of estimators for multi-state models in potentially non-Markov processes
inferred← citeshttps://doi.org/10.1016/j.dajour.2025.100650openalex-snapshot
A statistical framework for descriptive analytics of inflation-adjusted income disparities
inferred← citeshttps://doi.org/10.1016/j.ejca.2017.07.050openalex-snapshot
Clinical trial simulations in paediatric oncology: A feasibility study from the Innovative Therapies for Children with Cancer Consortium
inferred← citeshttps://doi.org/10.1016/j.envres.2018.04.021openalex-snapshot
Assessing the cumulative health effect following short term exposure to multiple pollutants: An evaluation of methodological approaches using simulations and real data
inferred← citeshttps://doi.org/10.1016/j.exer.2019.107710openalex-snapshot
Efficient determination of axon number in the optic nerve: A stereological approach
inferred← citeshttps://doi.org/10.1016/j.ijid.2012.02.017openalex-snapshot
Estimating incidence rates with misclassified disease status: a likelihood-based approach, with application to hepatitis C virus
inferred← citeshttps://doi.org/10.1016/j.indic.2026.101408openalex-snapshot
A standardized and ethically grounded framework for using fish survival as an ecological performance indicator of fish-friendly turbines and pumps
inferred← citeshttps://doi.org/10.1016/j.injury.2015.04.009openalex-snapshot
Important tips and numbers on using the cortical step and diameter difference sign in assessing femoral rotation – Should we abandon the technique?
inferred← citeshttps://doi.org/10.1016/j.jagp.2017.04.013openalex-snapshot
Challenging Assumptions About African American Participation in Alzheimer Disease Trials
inferred← citeshttps://doi.org/10.1016/j.jalz.2010.07.004openalex-snapshot
Requiring an amyloid‐β 1‐42 biomarker for prodromal Alzheimer's disease or mild cognitive impairment does not lead to more efficient clinical trials
inferred← citeshttps://doi.org/10.1016/j.jalz.2013.03.003openalex-snapshot
Effect of APOE genotype status on targeted clinical trials outcomes and efficiency in dementia and mild cognitive impairment resulting from Alzheimer's disease
inferred← citeshttps://doi.org/10.1016/j.jbi.2014.02.016openalex-snapshot
Clinical prognostic methods: Trends and developments
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2013.02.002openalex-snapshot
Shrinkage methods enhanced the accuracy of parameter estimation using Cox models with small number of events
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2013.03.017openalex-snapshot
Multiple imputation of missing values was not necessary before performing a longitudinal mixed-model analysis
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2013.09.009openalex-snapshot
Missing data in a multi-item instrument were best handled by multiple imputation at the item score level
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2015.11.012openalex-snapshot
Problems in detecting misfit of latent class models in diagnostic research without a gold standard were shown
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2016.02.024openalex-snapshot
Simultaneous sequential monitoring of efficacy and safety led to masking of effects
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2016.02.031openalex-snapshot
Adequate sample size for developing prediction models is not simply related to events per variable
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2016.03.022openalex-snapshot
Partial verification bias and incorporation bias affected accuracy estimates of diagnostic studies for biomarkers that were part of an existing composite gold standard
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2016.12.007openalex-snapshot
Specific agreement on dichotomous outcomes can be calculated for more than two raters
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2017.05.011openalex-snapshot
Overfitting in propensity score model: a commentary on “propensity score model overfitting led to inflated variance of estimated odds ratios” by Schuster et al.
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2017.05.016openalex-snapshot
A systematic survey of the methods literature on the reporting quality and optimal methods of handling participants with missing outcome data for continuous outcomes in randomized controlled trials
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2019.05.010openalex-snapshot
Estimated legacy effects from simulated post-trial data were less biased than from combined trial/post-trial data
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2021.01.003openalex-snapshot
Real-time imputation of missing predictor values improved the application of prediction models in daily practice
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2021.01.026openalex-snapshot
Patient reported outcome measures in clinical trials should be initially analyzed as continuous outcomes for statistical significance and responder analyses should be reserved as secondary analyses
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2022.01.005openalex-snapshot
Cross-classified multilevel models improved standard error estimates of covariates in clinical outcomes – a simulation study
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2024.111539openalex-snapshot
The performance of prognostic models depended on the choice of missing value imputation algorithm: a simulation study
inferred← citeshttps://doi.org/10.1016/j.jclinepi.2026.112254openalex-snapshot
Handling missing patient-reported outcomes in longitudinal clinical trials: a simulation study
inferred← citeshttps://doi.org/10.1016/j.jelectrocard.2008.02.014openalex-snapshot
Time domain parameters can be estimated with less statistical error than frequency domain parameters in the analysis of heart rate variability
inferred← citeshttps://doi.org/10.1016/j.jfda.2013.12.004openalex-snapshot
Use of a failure probability constraint to suggest an initial dose in a phase I cancer clinical trial
inferred← citeshttps://doi.org/10.1016/j.jid.2016.02.807openalex-snapshot
Adaptive Clinical Trial Design: An Overview and Potential Applications in Dermatology
inferred← citeshttps://doi.org/10.1016/j.jmp.2018.02.001openalex-snapshot
Estimating the expected value and variance of SDT indexes with heterogeneous individuals
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