Recursive nonparametric predictive for a discrete regression model

A recursive algorithm is proposed to estimate a set of distribution functions indexed by a regressor variable. The procedure is fully nonparametric and has a Bayesian motivation and interpretation. Indeed, the recursive algorithm follows a certain Bayesian update, defined by the predictive distribut...

Full description

Bibliographic Details

Published in:	Computational statistics & data analysis Vol. 215; p. 108275
Main Authors:	Cappello, Lorenzo, Walker, Stephen G.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.03.2026
Subjects:	Bayesian nonparametrics Distribution regression Nonparametric density estimation Recursive algorithm Bayesian nonparametrics Nonparametric density estimation Distribution regression Recursive algorithm
ISSN:	0167-9473
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!