Ian R. White
- Multiple imputation using chained equations: Issues and guidance for practice
2010/11/30 by Ian R. White, Patrick Royston, Angela M. Wood +1 · 133 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Using simulation studies to evaluate statistical methods
2019/01/16 by Tim P. Morris, Ian R. White, Michael J. Crowther · 1 voice · 88 citations
Decision Sciences · Mathematics · #Meta-analysis and systematic reviews #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Bias and efficiency of multiple imputation compared with complete‐case analysis for missing covariate values
2010/09/13 by Ian R. White, John B. Carlin · 26 citations
Mathematics · Decision Sciences · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Optimal Experimental Design Methods
- Propensity score analysis with partially observed covariates: How should multiple imputation be used?
2017/06/02 by Clémence Leyrat, Shaun R. Seaman, Ian R. White +6 · 1 voice · 10 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Bayesian Inference
- Missing Data in Clinical Research: A Tutorial on Multiple Imputation
2020/12/01 by Peter C. Austin, Ian R. White, Douglas S. Lee +1 · 14 citations
Mathematics · #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Canonical Causal Diagrams to Guide the Treatment of Missing Data in Epidemiologic Studies
2018/08/06 by Margarita Moreno‐Betancur, Katherine J. Lee, Finbarr P. Leacy +3 · 1 voice · 11 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- When should meta‐analysis avoid making hidden normality assumptions?
2018/07/30 by Dan Jackson, Ian R. White · 7 citations
Decision Sciences · Mathematics · #Meta-analysis and systematic reviews #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference
- CONSORT 2025 statement: updated guideline for reporting randomised trials
2025/04/14 by Sally Hopewell, An‐Wen Chan, Professor Gary S. Collins +36 · 13 citations
Decision Sciences · Health Professions · Medicine · #Ethics in Clinical Research #Health Policy Implementation Science #Meta-analysis and systematic reviews
- Introducing the Treatment Hierarchy Question in Network Meta-Analysis
2020/10/20 by Georgia Salanti, Adriani Nikolakopoulou, Salanti, Georgia +10 · 26 citations
Decision Sciences · Medicine · #Meta-analysis and systematic reviews #Diverse Approaches in Healthcare and Education Studies #Reliability and Agreement in Measurement
- Planning a method for covariate adjustment in individually-randomised trials: a practical guide
2021/07/13 by Tim P. Morris, A. Sarah Walker, Morris, Tim P. +5 · 2 citations
Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
- SPIRIT 2025 statement: updated guideline for protocols of randomised trials
2025/04/28 by An‐Wen Chan, Isabelle Boutron, Sally Hopewell +36 · 1 voice · 3 citations
Decision Sciences · Medicine · Health Professions · #Meta-analysis and systematic reviews #Ethics in Clinical Research #Health Policy Implementation Science
- Network meta-analysis of rare events using penalized likelihood regression
2021/09/21 by Theodoros Evrenoglou, I.H. White, Ian R. White +8 · 1 citation
Decision Sciences · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Phases of methodological research in biostatistics—Building the evidence base for new methods
2023/02/03 by Georg Heinze, Anne‐Laure Boulesteix, Michael Kammer +3 · 2 voices · 3 citations
Engineering · #Technology Assessment and Management
- CONSORT 2025 statement: Updated guideline for reporting randomised trials
2025/04/14 by Sally Hopewell, An‐Wen Chan, Professor Gary S. Collins +36 · 1 voice · 5 citations
Decision Sciences · Health Professions · Medicine · #Ethics in Clinical Research #Health Policy Implementation Science #Meta-analysis and systematic reviews
- Applying the estimands framework to non-inferiority trials: guidance on choice of hypothetical estimands for non-adherence and comparison of estimation methods
2023/12/01 by Katy E. Morgan, Morgan, Katy E, Ian R. White +7 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
- Multiple Imputation for Longitudinal Data: A Tutorial
2025/01/23 by Rushani Wijesuriya, Margarita Moreno‐Betancur, John B. Carlin +3 · 1 voice · 1 citation
Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #demographic modeling and climate adaptation
- Estimation of treatment policy estimands for continuous outcomes using off treatment sequential multiple imputation
2023/08/21 by Thomas Drury, Drury, Thomas, Juan J. Abellán +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods in Clinical Trials