Modelling a preference-based index for EQ-5D-3L and EQ-5D-3L + Sleep using a Bayesian framework.

Samer A KharroubiYara S BeyhJohn BrazierYaling Yang

Published in: Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation (2020)

Bayesian methods provide a better way to model EQ-5D-3L valuation data with and without a sleep 'bolt-on' and provide a more flexible in characterizing the full range of uncertainty inherent in these estimates.

Keyphrases

sleep quality
physical activity
electronic health record
big data
machine learning
data analysis
deep learning
solid state