James R Carpenter BSc MSc DPhil ARCO

Reader in Medical and Social Statistics

Room 128, Keppel Street, London WC1E 7HT, UK

Tel: +44 (0)20 7927 2033

Fax: +44 (0)20 7637 2853

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Affiliated to: MSD.

Disciplines: Epidemiology, Modelling, Statistics.

Research areas: Clinical databases, Clinical trials, Pharmacoepidemiology, Statistical methods.

Other keywords: Missing data, Multilevel models Bootstrap methods.

Background

I joined the School in 1998 from the Department of Statistics, Oxford University, where I studied for my doctorate.

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.

Selected publications

Carpenter, J.R.; Kenward, M.G.; White, I.R.; Sensitivity analysis after multiple imputation under missing at random: a weighting approach. Stat Methods Med Res, 2007; 16(3):259-75
Kenward, M.G.; Carpenter, J.; Multiple imputation: current perspectives. Stat Methods Med Res, 2007; 16(3):199-218
White, I.R.; Carpenter, J.; Evans, S.; Schroter, S. Eliciting and using expert opinions about dropout bias in randomized controlled trials Clinical Trials, 2007; 4(2):125-139
Rücker, G.; Schwarzer, G.; Carpenter, J.; Arcsine test for publication bias in meta-analyses with binary outcomes. Stat Med, 2007; 27(5):746-763
Carpenter, J. R.; Kenward, M. G.; Vansteelandt, S. A comparison of multiple imputation and doubly robust estimation for analyses with missing data Journal of the Royal Statistical Society Series a-Statistics in Society, 2006; 169:571-584
Ng, E.S.W.; Carpenter, J.R.; Goldstein, H.; Rasbash, J. Estimation in generalised linear mixed models with binary outcomes by simulated maximum likelihood Statistical Modelling, 2006; 6(1):23-42
Carpenter, J. R.; Goldstein, H.; Rasbash, J. A novel bootstrap procedure for assessing the relationship between class size and achievement Journal of the Royal Statistical Society Series C-Applied Statistics, 2003; 52:431-443
Carpenter, J.; Pocock, S.; Lamm, C. J. Coping with missing data in clinical trials: a model-based approach applied to asthma trials Statistics in Medicine, 2002; 21(8):1043-66

Full publications listing (since 2001)