Publications

After an introduction of the concepts of frequentist and Bayesian statistical inference and reasons to apply Bayesian methods, key steps in performing a Bayesian analysis are presented, …

May 7, 2024

Andrea Gabrio

Extracorporeal life support in cardiac arrest: a post hoc Bayesian re-analysis of the INCEPTION trial

Quarto

Academia

publication

Bayesian analysis

We analysed survival with a favourable neurologic outcome at 30 days and 6 months under a minimally informative prior in the intention-to-treat population …

Oct 5, 2023

Andrea Gabrio

Bayesian interpretation of non-inferiority in transcatheter versus surgical aortic valve replacement trials: a systematic review and meta-analysis

Quarto

Academia

publication

Bayesian analysis

A systematic search was applied to 3 electronic databases …

Jul 5, 2023

Andrea Gabrio

A review of heath economic evaluation practice in the Netherlands: are we moving forward?

Quarto

Academia

publication

health economics

Economic evaluations have been increasingly conducted in different countries to aid national decision-making bodies in resource allocation problems …

Jun 3, 2023

Andrea Gabrio

Linear mixed models to handle missing at random data in trial‐based economic evaluations

Quarto

Academia

publication

health economics

statistics

Trial-based cost-effectiveness analyses (CEAs) are an important source of evidence in the assessment of health interventions …

Apr 10, 2022

Andrea Gabrio, Catrin Plumpton, Sube Banerjee, Baptiste Leurent

A Scoping Review of Item-Level Missing Data in Within-Trial Cost-Effectiveness Analysis

Quarto

Academia

publication

health economics

Cost-effectiveness analysis (CEA) alongside randomized controlled trials often relies on self-reported multi-item questionnaires …

Mar 10, 2022

Xiaoxiao Ling, Andrea Gabrio, Gianluca Baio

A Bayesian framework for patient-level partitioned survival cost-utility analysis

Quarto

Academia

publication

health economics

statistics

Patient-level health economic data collected alongside clinical trials are an important component of the process of technology appraisal …

Nov 17, 2020

Andrea Gabrio

Joint longitudinal models for dealing with missing at random data in trial-based economic evaluations

Quarto

Academia

publication

health economics

statistics

Health economic evaluations based on patient-level data collected alongside clinical trials (e.g. health related quality of life and resource use measures) are an important component …

May 11, 2020

Andrea Gabrio, Rachael M Hunter, Alexina J Mason, Gianluca Baio

Bayesian Hierarchical Models for the Prediction of Volleyball Results

Quarto

Academia

publication

statistics

Statistical modelling of sports data has become more and more popular in the recent years and different types of models have been proposed to achieve a variety of objectives …

Nov 22, 2019

Andrea Gabrio

A Bayesian Parametric Approach to Handle Missing Longitudinal Outcome Data in Trial-Based Health Economic Evaluations

Quarto

Academia

publication

health economics

statistics

Trial-based economic evaluations are typically performed on cross-sectional variables, derived from the responses for only the completers in the study …

Sep 26, 2019

Andrea Gabrio, Michael J Daniels, Gianluca Baio