2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.ST2023
Model selection for Markov random fields on graphs under a mixing condition
Florencia Leonardi, Magno T. F Severino
In this work, we propose a global model selection criterion to estimate the graph of conditional dependencies of a random vector based on a finite sample. By global criterion, we m…
stat.ME2020★ 2 cited
Model selection criteria for regression models with splines and the automatic localization of knots
Alex Rodrigo dos S. Sousa, Magno T. F. Severino, Florencia G. Leonardi
In this paper we propose a model selection approach to fit a regression model using splines with a variable number of knots. We introduce a penalized criterion to estimate the numb…