9 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ML2026
Handling Missing Data in Probabilistic Regression Trees
Taiane Schaedler Prass, Alisson Silva Neimaier, Guilherme Pumi
Probabilistic Regression Trees (PRTrees) are a smooth and consistent alternative to classical regression trees, producing continuous predictions through probabilistic split assignm…
math.ST2019★ 9 cited
A Dynamic Model for Double Bounded Time Series With Chaotic Driven Conditional Averages
Guilherme Pumi, Taiane Schaedler Prass, Rafael Rigão Souza
In this work we introduce a class of dynamic models for time series taking values on the unit interval. The proposed model follows a generalized linear model approach where the ran…