3 papers
cs.LG2026
Automated univariate time series forecasting with regression trees
Francisco Martínez, María P. Frías
This paper describes a methodology for automated univariate time series forecasting using regression trees and their ensembles: bagging and random forests. The key aspects that are…
stat.ME2022
Point pattern analysis and classification on compact two-point homogeneous spaces evolving time
M. P. Frías, A. Torres, M. D. Ruiz-Medina
This paper introduces a new modeling framework for the statistical analysis of point patterns on a manifold M_{d}, defined by a connected and compact two-point homogeneous space, i…
stat.ME2015
Detecting hidden periodicities for models with cyclical errors
María Pilar Frías, Alexander V. Ivanov, Nikolai Leonenko +2
In this paper, the estimation of parameters in the harmonic regression with cyclically dependent errors is addressed. Asymptotic properties of the least-squares estimates are analy…