Browsing by Author "Padoan S."

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Browsing by Author "Padoan S."

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  • Mean field variational Bayes for elaborate distributions 
    Wand Matthew; Ormerod J.; Padoan S.; Fruhwirth R. (International Society for Bayesian Analysis, 2011)
    We develop strategies for mean eld variational Bayes approximate inference for Bayesian hierarchical models containing elaborate distributions. We loosely de ne elaborate distributions to be those having more complicated ...
  • Mixed model-based additive models for sample extremes 
    Padoan S.; Wand Matt (Elsevier Inc, 2008)
    We consider additive models fitting and inference when the response variable is a sample extreme. Non-linear covariate effects are handled using the mixed model representation of penalised splines. A fitting algorithm based ...