James Carpenter BSc MSc DPhil ARCO
- Room 128
- LSHTM
- Keppel Street
- London
- WC1E 7HT
- T: +44 (0)20 7927 2033
- F: +44 (0)20 7637 2853
I joined the School in 1998 from the Department of Statistics, Oxford University, where I studied for my doctorate.
Affiliation
Teaching
I organise the generalised linear modelling course.
Research
Currently, my principal research interests are coping with missing data in complex hierarchical models, Monte-Carlo methods in hierarchical models and intensive care provision.Research areas
- Clinical databases
- Clinical trials
- Pharmacoepidemiology
- Statistical methods
Disciplines
- Epidemiology
- Modelling
- Statistics
Other interests
- Missing Data
- Multilevel Models Bootstrap Methods
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Selected publications
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Eliciting and using expert opinions about dropout bias in randomized controlled trials
White, I.R.; Carpenter, J.; Evans, S.; Schroter, S.
Clinical Trials, 2007; 4(2):125-139
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Arcsine test for publication bias in meta-analyses with binary outcomes.
Rücker, G.; Schwarzer, G.; Carpenter, J.;
Stat Med, 2007; 27(5):746-763
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Multiple imputation: current perspectives.
Kenward, M.G.; Carpenter, J.;
Stat Methods Med Res, 2007; 16(3):199-218
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Sensitivity analysis after multiple imputation under missing at random: a weighting approach.
Carpenter, J.R.; Kenward, M.G.; White, I.R.;
Stat Methods Med Res, 2007; 16(3):259-75
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Estimation in generalised linear mixed models with binary outcomes by simulated maximum likelihood
Ng, E.S.W.; Carpenter, J.R.; Goldstein, H.; Rasbash, J.
Statistical Modelling, 2006; 6(1):23-42
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A comparison of multiple imputation and doubly robust estimation for analyses with missing data
Carpenter, J. R.; Kenward, M. G.; Vansteelandt, S.
Journal of the Royal Statistical Society Series a-Statistics in Society, 2006; 169:571-584
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A novel bootstrap procedure for assessing the relationship between class size and achievement
Carpenter, J. R.; Goldstein, H.; Rasbash, J.
Journal of the Royal Statistical Society Series C-Applied Statistics, 2003; 52:431-443
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Coping with missing data in clinical trials: a model-based approach applied to asthma trials
Carpenter, J.; Pocock, S.; Lamm, C. J.
Statistics in Medicine, 2002; 21(8):1043-66
- → View all James Carpenter's publications
