Adaptive nonparametric regression on finite support
Sign Up to like & getrecommendations! Published in 2020 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2020.1749855
Abstract: Abstract In this paper, we propose an adaptive nonparametric regression estimation procedure when the covariate is supported over a finite interval. Unlike the classical symmetric kernel regression, the proposed kernel estimator is based on the… read more here.
Keywords: finite support; nonparametric regression; adaptive nonparametric; regression finite ... See more keywords
Concave likelihood-based regression with finite-support response variables.
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13760
Abstract: We propose a unified framework for likelihood-based regression modeling when the response variable has finite support. Our work is motivated by the fact that, in practice, observed data are discrete and bounded. The proposed methods… read more here.
Keywords: regression; finite support; likelihood; likelihood based ... See more keywords