3 papers
stat.ME2021
On Soft Bayesian Additive Regression Trees and asynchronous longitudinal regression analysis
Hao Ran, Yang Bai
In many longitudinal studies, the covariate and response are often intermittently observed at irregular, mismatched and subject-specific times. How to deal with such data when cova…
stat.AP2021
Distributed Soft Bayesian Additive Regression Trees
Hao Ran, Yang Bai
Bayesian Additive Regression Trees(BART) is a Bayesian nonparametric approach which has been shown to be competitive with the best modern predictive methods such as random forest a…
stat.CO2021
Partially Fixed Bayes Additive Regression Trees for spatial-temporal related model
Hao Ran, Yang Bai
Bayes additive regression trees(BART) is a nonparametric regression model which has gained wide -spread popularity in recent years due to its flexibility and high accuracy of estim…