Ontology highlight
ABSTRACT:
SUBMITTER: DiazOrdaz K
PROVIDER: S-EPMC5763423 | biostudies-literature | 2018 Jan
REPOSITORIES: biostudies-literature
DiazOrdaz K K Franchini A J AJ Grieve R R
Journal of the Royal Statistical Society. Series A, (Statistics in Society) 20170524 1
In randomized controlled trials with treatment non-compliance, instrumental variable approaches are used to estimate complier average causal effects. We extend these approaches to cost-effectiveness analyses, where methods need to recognize the correlation between cost and health outcomes. We propose a Bayesian full likelihood approach, which jointly models the effects of random assignment on treatment received and the outcomes, and a three-stage least squares method, which acknowledges the corr ...[more]