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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

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
Weighted Hazard Ratio Estimation for Delayed and Diminishing Treatment Effect
Kumar, B; BARTLETT, JW;
2024
Statistics in Biopharmaceutical Research
Comment on Oberman & Vink: Should we fix or simulate the complete data in simulation studies evaluating missing data methods?
Morris, TP; White, IR; Cro, S; BARTLETT, JW; CARPENTER, JR; Pham, TM;
2023
Biometrical journal. Biometrische Zeitschrift
Multiple Imputation and its Application
CARPENTER, JR; BARTLETT, JW; Morris, TP; Wood, AM; Quartagno, M; Kenward, MG;
2023
Multiple Imputation and its Application
G-formula for causal inference via multiple imputation
BARTLETT, JW; Parra, CO; GRANGER, E; KEOGH, RH; Zwet, EW V; Daniel, RM;
2023
Multiple imputation of partially observed covariates in discrete-time survival analysis
Haensch, A-C; BARTLETT, J; Weiß, B;
2022
Sociological Methods and Research
Complete case logistic regression with a dichotomised continuous outcome led to biased estimates.
Cornish, RP; BARTLETT, JW; Macleod, J; Tilling, K;
2022
Journal of Clinical Epidemiology
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