A kernel regression model for panel count data with nonparametric covariate functions.
Sign Up to like & getrecommendations! Published in 2021 at "Biometrics"
DOI: 10.1111/biom.13440
Abstract: The local kernel pseudo-partial likelihood is employed for estimation in a panel count model with nonparametric covariate functions. An estimator of the derivative of the nonparametric covariate function is derived first, and the nonparametric function… read more here.
Keywords: estimator; nonparametric covariate; covariate; panel count ... See more keywords
Bayesian analysis of multi-type recurrent events and dependent termination with nonparametric covariate functions
Sign Up to like & getrecommendations! Published in 2017 at "Statistical Methods in Medical Research"
DOI: 10.1177/0962280215613378
Abstract: Multi-type recurrent event data occur frequently in longitudinal studies. Dependent termination may occur when the terminal time is correlated to recurrent event times. In this article, we simultaneously model the multi-type recurrent events and a… read more here.
Keywords: nonparametric covariate; recurrent events; covariate functions; multi type ... See more keywords