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Prof Jonathan Bartlett

Professor in Medical Statistics

United Kingdom

I completed the MSc in Medical Statistics at LSHTM in 2004, before going on to do my PhD here. Following this I worked in the Medical Statistics Department for a number of years, before moving to work in AstraZeneca's Statistical Innovation Group. I then returned to academia, moving to the Department of Mathematical Sciences at the University of Bath. In 2022 I returned to LSHTM as a Professor in Medical Statistics.

Affiliations

Department of Medical Statistics
Faculty of Epidemiology and Population Health

Centres

Centre for Data and Statistical Science for Health

Teaching

I currently teach on the Statistical Models for Discrete Outcomes (2462) and Causal Inference and Missing Data (2450) MSc modules. I also organise and teach on our 3 day short course on Statistical Analysis with Missing Data using Multiple Imputation.

Research

I am interested in development and application of statistical methodology for a range of biostatistics problems. Particular areas of focus are methods for missing data and measurement error. I have in recent years worked on estimands in clinical trials, and in particular how causal inference methods can be used within this area.

Selected Publications

G-formula with multiple imputation for causal inference with incomplete data
BARTLETT, J; Olarte Parra, C; GRANGER, E; KEOGH, R; Van Zwet, E; Daniel, R;
2025
Statistical methods in medical research
Analyzing Coarsened and Missing Data by Imputation Methods
Van der Burg, L; Böhringer, S; BARTLETT, J; Bosse, T; Horeweg, N; De Wreede, L; Putter, H;
2025
Statistics in medicine
Quantitative bias analysis for mismeasured variables in health research: a review of software tools
Wood, CJ C; Tilling, KM; BARTLETT, JW; Hughes, RA;
2024
Cold Spring Harbor Laboratory
Multiple imputation of missing covariates when using the Fine-Gray model
Bonneville, EF; Beyersmann, J; KEOGH, RH; BARTLETT, JW; Morris, TP; Polverelli, N; Wreede, LC D; Putter, H;
2024
Comparative effectiveness of second line oral antidiabetic treatments among people with type 2 diabetes mellitus: emulation of a target trial using routinely collected health data.
BIDULKA, P; Lugo-Palacios, DG; CARROLL, O; O'NEILL, S; Adler, AI; Basu, A; Silverwood, RJ; BARTLETT, JW; NITSCH, D; Charlton, P; BRIGGS, AH; SMEETH, L; DOUGLAS, IJ; Khunti, K; GRIEVE, R;
2024
BMJ
Infection and telomere length: a systematic review protocol.
TUNNICLIFFE, L; Muzambi, R; BARTLETT, JW; Howe, L; Abdul Basit, K; WARREN-GASH, C;
2024
BMJ Open
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