Flexible regression modelling: consolidation of frequentist and Bayesian approaches, with applications in biostatistics

    Project: Other

    Description

    I will collaborate with co-authors at Göttingen University on a text for the consolidation of approaches to flexible regression modelling (Generalized Additive Models for Location, Scale and Shape (GAMLSS)). I have previously co-authored a book which is an introduction to GAMLSS and uses the frequentist approach to parameter estimation. An alternative approach to GAMLSS estimation is Bayesian. We intend co-authoring a book which gives an exposition and unification of the two approaches. I will also visit the NHMRC Clinical Trials Centre, University of Sydney, collaborating on methodological innovations in flexible regression methodology as applied to the analysis of clinical trials.
    Short titleFlexible regression modelling
    AcronymFRM
    StatusActive
    Effective start/end date19/01/1930/06/19