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Articles by Jonathan W. Bartlett | Synthical
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Jonathan W. Bartlett
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15
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes
3 October 2025 by
Mia Tackney
and
others
Methodology
,
Other Statistics
The role of post intercurrent event data in the estimation of hypothetical estimands in clinical trials
20 August 2025 by
Jonathan Bartlett
and
Rhian Daniel
at
Cardiff University
Methodology
Dealing with multiple intercurrent events using hypothetical and treatment policy strategies simultaneously
5 February 2025 by
Camila Olarte Parra
and
others
Methodology
The Estimand Framework and Causal Inference: Complementary not Competing Paradigms
16 December 2024 by
Thomas Drury
and
others
Methodology
Sensitivity analysis methods for outcome missingness using substantive-model-compatible multiple imputation and their application in causal inference
21 November 2024 by
Jiaxin Zhang
and
others
Methodology
Multiple imputation of missing covariates when using the Fine-Gray model
26 May 2024 by
Edouard Bonneville
and
others
Methodology
G-formula for causal inference via multiple imputation
11 October 2023 by
Jonathan Bartlett
and
others
Methodology
Estimating hypothetical estimands with causal inference and missing data estimators in a diabetes trial
22 September 2023 by
Camila Olarte Parra
and
others
Applications
,
Methodology
Weighted hazard ratio estimation for delayed and diminishing treatment effect
23 September 2022 by
Bharati Kumar
and
Jonathan Bartlett
at
University of Bath
Methodology
Standard and reference-based imputation methods based on conditional mean imputation
17 March 2022 by
Marcel Wolbers
and
others
at
University of Bath
Methodology
Hypothetical estimands in clinical trials: a unification of causal inference and missing data methods
9 July 2021 by
Camila Olarte Parra
and
others
Methodology
Reference based multiple imputation -- what is the right variance and how to estimate it
28 April 2021 by
Jonathan Bartlett
Methodology
Bootstrap Inference for Multiple Imputation under Uncongeniality and Misspecification
27 November 2019 by
Jonathan Bartlett
and
Rachael Hughes
Methodology
Measurement error as a missing data problem
14 October 2019 by
Ruth Keogh
and
Jonathan Bartlett
Methodology
Robustness of ANCOVA in randomised trials with unequal randomisation
21 May 2019 by
Jonathan Bartlett
Methodology
Covariate adjustment and prediction of mean response in randomised trials
14 July 2017 by
Jonathan Bartlett
Methodology
Missing binary outcomes under covariate dependent missingness in cluster randomised trials
18 August 2016 by
Anower Hossain
and
others
Methodology
Bayesian correction for covariate measurement error: a frequentist evaluation and comparison with regression calibration
20 March 2016 by
Jonathan Bartlett
and
Ruth Keogh
Methodology
Missing continuous outcomes under covariate dependent missingness in cluster randomised trials
14 March 2016 by
Anower Hossain
and
others
Methodology
Multiple imputation of covariates by fully conditional specification: accommodating the substantive model
26 December 2012 by
Jonathan Bartlett
and
others
Methodology
Topics
Methodology
Applications