70 citations · 139 across the 22 of their papers we have counts for
3 papers · 1 filter
PRTree: An R Package for Probabilistic Regression Trees with Built-in Missing Data Handling
Taiane Schaedler Prass, Alisson Silva Neimaier, Guilherme Pumi
PRTree is an R package for fitting Probabilistic Regression Trees (PRTrees), a class of regression trees that replaces deterministic splits with probabilistic associations to produ…
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…
A Matsuoka-Based GARMA Model for Hydrological Forecasting: Theory, Estimation, and Applications
Guilherme Pumi, Danilo Hiroshi Matsuoka, Taiane Schaedler Prass +1
Time series in natural sciences, such as hydrology and climatology, and other environmental applications, often consist of continuous observations constrained to the unit interval…