Using simulation studies to evaluate statistical methods

Multiple Imputation for Multilevel Data with Continuous and Binary Variables

(2018) Vincent Audigier et al.   STATISTICAL SCIENCE

Meta-analysis of Gaussian individual patient data: Two-stage or not two-stage?

(2018) Tim P. Morris et al.   STATISTICS IN MEDICINE

Multiple imputation in Cox regression when there are time-varying effects of covariates

(2018) Ruth H. Keogh et al.   STATISTICS IN MEDICINE

Population-calibrated multiple imputation for a binary/categorical covariate in categorical regression models

(2018) Tra My Pham et al.   STATISTICS IN MEDICINE

Bias and inference from misspecified mixed-effect models in stepped wedge trial analysis

(2017) Jennifer A. Thompson et al.   STATISTICS IN MEDICINE

Determining the sample size required to establish whether a medical device is non-inferior to an external benchmark

(2017) Adrian Sayers et al.   BMJ Open

Proposed best practice for projects that involve modelling and simulation

(2016) Michael O'Kelly et al.   PHARMACEUTICAL STATISTICS

Idle thoughts of a ‘well-calibrated’ Bayesian in clinical drug development

(2016) Andrew P. Grieve   PHARMACEUTICAL STATISTICS

Comparison of imputation variance estimators

(2016) RA Hughes et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Comparative performance of heterogeneity variance estimators in meta-analysis: a review of simulation studies

(2016) Dean Langan et al.   Research Synthesis Methods

Comparison of different approaches to estimating age standardized net survival

(2015) Paul C. Lambert et al.   BMC Medical Research Methodology

Adaptive seamless designs with interim treatment selection: a case study in oncology

(2015) Máximo Carreras et al.   STATISTICS IN MEDICINE

A new modeling approach for quantifying expert opinion in the drug discovery process

(2015) Ariel Alonso et al.   STATISTICS IN MEDICINE

Multivariate multidistance tests for high-dimensional low sample size case-control studies

(2015) Marco Marozzi   STATISTICS IN MEDICINE

Analysis of accelerated failure time data with dependent censoring using auxiliary variables via nonparametric multiple imputation

(2015) Chiu-Hsieh Hsu et al.   STATISTICS IN MEDICINE

Optimal full matching for survival outcomes: a method that merits more widespread use

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

A penalized robust semiparametric approach for gene-environment interactions

(2015) Cen Wu et al.   STATISTICS IN MEDICINE

Optimizing the order of hypotheses in serial testing of multiple endpoints in clinical trials

(2015) Zhiwei Zhang et al.   STATISTICS IN MEDICINE

Bayesian calibration for forensic age estimation

(2015) Luigi Ferrante et al.   STATISTICS IN MEDICINE

Estimation after subpopulation selection in adaptive seamless trials

(2015) Peter K. Kimani et al.   STATISTICS IN MEDICINE

Tuning multiple imputation by predictive mean matching and local residual draws

(2014) Tim P Morris et al.   BMC Medical Research Methodology

Presenting simulation results in a nested loop plot

(2014) Gerta Rücker et al.   BMC Medical Research Methodology

Assessing Variability of Complex Descriptive Statistics in Monte Carlo Studies Using Resampling Methods

(2014) Dennis D. Boos et al.   INTERNATIONAL STATISTICAL REVIEW

An alternative pseudolikelihood method for multivariate random-effects meta-analysis

(2014) Yong Chen et al.   STATISTICS IN MEDICINE

Multilevel mixed effects parametric survival models using adaptive Gauss-Hermite quadrature with application to recurrent events and individual participant data meta-analysis

(2014) Michael J. Crowther et al.   STATISTICS IN MEDICINE

Statistical methods for meta-analyses including information from studies without any events-add nothing to nothing and succeed nevertheless

(2014) O. Kuss   STATISTICS IN MEDICINE

A model for time to fracture with a shock stream superimposed on progressive degradation: the Study of Osteoporotic Fractures

(2014) Xin He et al.   STATISTICS IN MEDICINE

Partial F -tests with multiply imputed data in the linear regression framework via coefficient of determination

(2014) Ashok Chaurasia et al.   STATISTICS IN MEDICINE

A principal stratification approach for evaluating natural direct and indirect effects in the presence of treatment-induced intermediate confounding

(2014) Masataka Taguri et al.   STATISTICS IN MEDICINE

Small sample performance of bias-corrected sandwich estimators for cluster-randomized trials with binary outcomes

(2014) Peng Li et al.   STATISTICS IN MEDICINE

Simulating biologically plausible complex survival data

(2013) Michael J. Crowther et al.   STATISTICS IN MEDICINE

The consequences of proportional hazards based model selection

(2013) H. Campbell et al.   STATISTICS IN MEDICINE

Bias in randomised factorial trials

(2013) Brennan C. Kahan   STATISTICS IN MEDICINE

Variance reduction in randomised trials by inverse probability weighting using the propensity score

(2013) Elizabeth J. Williamson et al.   STATISTICS IN MEDICINE

Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods

(2012) Shaun R Seaman et al.   BMC Medical Research Methodology

Rank minimization with a two-step analysis should not replace randomization in clinical trials

(2012) Tim Morris   JOURNAL OF CLINICAL EPIDEMIOLOGY

Robust estimation of causal effects of binary treatments in unconfounded studies with dichotomous outcomes

(2012) R. Gutman et al.   STATISTICS IN MEDICINE

Designs for clinical trials with time-to-event outcomes based on stopping guidelines for lack of benefit

(2011) Patrick Royston et al.   Trials

Importance of protocols for simulation studies in clinical drug development

(2010) Mike K Smith et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

On the Assessment of Monte Carlo Error in Simulation-Based Statistical Analyses

(2009) Elizabeth Koehler et al.   AMERICAN STATISTICIAN

Imputing missing covariate values for the Cox model

(2009) Ian R. White et al.   STATISTICS IN MEDICINE

Multiple imputation when records used for imputation are not used or disseminated for analysis

(2008) J. P. Reiter   BIOMETRIKA

Estimating a Marginal Causal Odds Ratio Subject to Confounding

(2008) Zhiwei Zhang   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS