2 citations · 2 across the 4 of their papers we have counts for
4 papers
Large scale study of primary school student performance relative to their LMS activity and socioeconomic demographics using a Bayesian Additive Regression Trees containing random effects
Natalia da Silva, Bruno Tancredi, Ignacio Alvarez-Castro
Using data collected on almost every 9-12 years old student in Uruguay, we show how to apply Bayesian Additive Regression Trees (BART) with random effects to study performance asso…
SpICE: An interpretable method for spatial data
Natalia da Silva, Ignacio Alvarez-Castro, Leonardo Moreno +1
Statistical learning methods are widely utilized in tackling complex problems due to their flexibility, good predictive performance and its ability to capture complex relationships…
Approximate Bayesian inference for a "steps and turns" continuous-time random walk observed at regular time intervals
Sofia Ruiz-Suarez, Vianey Leos-Barajas, Ignacio Alvarez-Castro +1
The study of animal movement is challenging because it is a process modulated by many factors acting at different spatial and temporal scales. Several models have been proposed whi…
Clicks and Cliques. Exploring the Soul of the Community
Natalia da Silva, Ignacio Alvarez-Castro
In the paper we analyze 26 communities across the United States with the objective to understand what attaches people to their community and how this attachment differs among commu…