4 papers
Strong consistency of the local linear estimator for a generalized regression function with dependent functional data
Danilo Hiroshi Matsuoka, Hudson da Silva Torrent
In this study, we focus on a generalized nonparametric scalar-on-function regression model for heterogeneously distributed and strongly mixing data. We provide almost complete conv…
Uniform convergence of kernel averages under fixed design with heterogeneous dependent data
Danilo Hiroshi Matsuoka, Hudson da Silva Torrent
We provide uniform convergence rates for kernel averages on under equally-spaced fixed design points of the form . The r…
A two-step approach to production frontier estimation and the Matsuoka's distribution
Danilo Hiroshi Matsuoka, Guilherme Pumi, Hudson da Silva Torrent +1
In this work, we introduce a deterministic frontier model in which efficiency is governed by the Matsuoka distribution, a parsimonious one-parameter specification on design…
A GARMA Framework for Unit-Bounded Time Series Based on the Unit-Lindley Distribution with Application to Renewable Energy Data
Guilherme Pumi, Danilo Hiroshi Matsuoka, Taiane Schaedler Prass
The Unit-Lindley is a one-parameter family of distributions in obtained from an appropriate transformation of the Lindley distribution. In this work, we introduce a class o…