A Tutorial on Net Benefit Regression for Real-World Cost-Effectiveness Analysis Using Censored Data from Randomized or Observational Studies.

Shuai ChenHeejung BangJeffrey S Hoch

Published in: Medical decision making : an international journal of the Society for Medical Decision Making (2024)

We illustrate the steps involved in carrying out cost-effectiveness analysis using net benefit regressions with possibly censored demo data by providing step-by-step guidance and code applied to a data set.We demonstrate the importance of these new methods by illustrating how naïve methods for handling censoring can lead to biased cost-effectiveness results.

Keyphrases

electronic health record
big data
double blind
clinical trial
randomized controlled trial
machine learning