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stat.ME2025
Reyes's I: Measuring Spatial Autocorrelation in Compositions
Lina Buitrago, Juan Sosa, Oscar Melo
Compositional observations arise when measurements are recorded as parts of a whole, so that only relative information is meaningful and the natural sample space is the simplex equ…
stat.ME2021★ 1 cited
Some Case Studies Using Bayesian Statistical Models
Juan Sosa, Lina Buitrago
We provide four case studies that use Bayesian machinery to making inductive reasoning. Our main motivation relies in offering several instances where the Bayesian approach to data…
stat.ME2021
Time-Varying Coefficient Model Estimation Through Radial Basis Functions
Juan Sosa, Lina Buitrago
In this paper we estimate the dynamic parameters of a time-varying coefficient model through radial kernel functions in the context of a longitudinal study. Our proposal is based o…