65 citations · 284 across the 34 of their papers we have counts for
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A dynamic Bayesian Markov model for health economic evaluations of interventions in infectious disease
Katrin Haeussler, Ardo van den Hout, Gianluca Baio
Background. Health economic evaluations of interventions against infectious diseases are commonly based on the predictions of ordinary differential equation (ODE) systems or Markov…
A comparative review of variable selection techniques for covariate dependent Dirichlet process mixture models
William Barcella, Maria De Iorio, Gianluca Baio
Dirichlet Process Mixture (DPM) models have been increasingly employed to specify random partition models that take into account possible patterns within the covariates. Furthermor…
Estimating the Expected Value of Partial Perfect Information in Health Economic Evaluations using Integrated Nested Laplace Approximation
Anna Heath, Ioanna Manolopoulou, Gianluca Baio
The Expected Value of Perfect Partial Information (EVPPI) is a decision-theoretic measure of the "cost" of parametric uncertainty in decision making used principally in health econ…
Variable Selection in Covariate Dependent Random Partition Models: an Application to Urinary Tract Infection
William Barcella, Maria De Iorio, Gianluca Baio +1
Lower urinary tract symptoms (LUTS) can indicate the presence of urinary tract infection (UTI), a condition that if it becomes chronic requires expensive and time consuming care as…