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...

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Vydané v:	Computational statistics & data analysis Ročník 215; s. 108275
Hlavní autori:	Cappello, Lorenzo, Walker, Stephen G.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.03.2026
Predmet:	Bayesian nonparametrics Distribution regression Nonparametric density estimation Recursive algorithm Bayesian nonparametrics Nonparametric density estimation Distribution regression Recursive algorithm
ISSN:	0167-9473
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