5 papers
Welcome to the Statverse: A Metaverse for Data Science
Ronny Vallejos, Miguel de Carvalho, Roberto Cruz +7
This paper introduces the Statverse, a Metaverse framework designed to revolutionize statistical education in the digital age. Our key goal is to report our progress and encourage…
A Kolmogorov-Arnold Neural Model for Cascading Extremes
Miguel de Carvalho, Clemente Ferrer, Ronny Vallejos
This paper addresses the growing concern of cascading extreme events, such as an extreme earthquake followed by a tsunami, by presenting a novel method for risk assessment focused…
Effective Sample Size for Functional Spatial Data
Alfredo AlegrÃa, John Gómez, Jorge Mateu +1
The effective sample size quantifies the amount of independent information contained in a dataset, accounting for redundancy due to correlation between observations. While widely u…
A new coefficient to measure agreement between continuous variables
Ronny Vallejos, Felipe Osorio, Clemente Ferrer
Assessing agreement between two instruments is crucial in clinical studies to evaluate the similarity between two methods measuring the same subjects. This paper introduces a novel…
A concordance coefficient for lattice data: An application to poverty indices in Chile
Ronny Vallejos, Clemente Ferrer, Jorge Mateu
This paper introduces a novel coefficient for measuring agreement between two lattice sequences observed in the same areal units, motivated by the analysis of different methodologi…