Current and recent research projects

Bayesian computations for Value of Information measures using Gaussian processes, INLA and Moment Matching

Gianluca Baio, Anna Heath, Ioanna Manolopoulou

Full Bayesian methods to handle missing data in health economic evaluations

Gianluca Baio, Andrea Gabrio, Alexina Mason, Xiaoxiao Ling

The Regression discontinuity design in epidemiology

Gianluca Baio, Sara Geneletti, Aidan O’Keeffee, Sylvia Richardson, Linda Sharples, Irwin Nazareth, Federico Ricciardi, Mariam Adeleke

Health economic evaluation of HPV vaccination

Gianluca Baio, Katrin Haeussler, Ardo van den Hout

A Bayesian hierarchical framework to evaluate policy effects through quasi-experimental designs

Gianluca Baio, Marta Blangiardo, Sara Geneletti, James Kirkbride, Zejing Shao

Population adjustment with limited access to patient-level data

Gianluca Baio, Antonio Remiro-Azocar, Anna Heath, Chengyang Gao

Bayesian Tree-Based Learners for Individualized Treatment Effects Estimation

Gianluca Baio, Alberto Caron, Ioanna Manolopoulou

Bayesian survival modelling in health economic evaluation

Gianluca Baio, Zhaojing Che (1), Nathan Green (1), Luke Hardcastle (2), Sam Livingstone (2)

Incidence, prevalence and burden of the disease of Polycystic Ovary Syndrome (PCOS)

Gianluca Baio, Christina Ding, Irene Petersen, Paul Hardiman

A modelling framework for estimation of benefit using single arm clinical trials

Gianluca Baio, Anthony Hatswell, Nick Freemantle