Modeling a Preference-Based Index for Two Condition-Specific Measures (Asthma and Overactive Bladder) Using a Nonparametric Bayesian Method

The nonparametric Bayesian models are theoretically more appropriate than previously used parametric models and provide better utility estimates from the two condition-specific measures. Furthermore, the model is more flexible in estimating the effect of covariates.