Centre for Statistical Methodology
Analysis of clinical trials including prognostic models
Analysis of count data
Data reduction methods
Design and analysis for dependent data
Design and analysis of observational studies
Fitting transmission models
Health economic evaluation
Measurement error and misclassification
Meta-analysis and systematic reviews
Social network analysis
Time series regression analysis
This theme is split into three sub-themes:
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Recent CSM publications
Multiple imputation of covariates by fully conditional specification: Accommodating the substantive model.
Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching.
Optimal CD4 Count for Initiating HIV Treatment: Impact of CD4 Observation Frequency and Grace Periods, and Performance of Dynamic Marginal Structural Models.
Using multi-level data to estimate the effect of social capital on hazardous alcohol consumption in the former Soviet Union.
The potential effects of changing HIV treatment policy on tuberculosis outcomes in South Africa: results from three tuberculosis-HIV transmission models.