Keywords
spatial effects
Gumbel II
Bayesian
efficiency
How to Cite
Abstract
This article presents a Bayesian geostatistical model for the analysis of the distribution of the Human Development Index (HDI) at the municipal level in Oaxaca, 2010. The model considers fixed effects (covariates: water, drainage and electricity indicators) and spatial effects, which are assumed to follow a conditional autoregressive process. The results indicate that the HDI is influenced by spatial factors. Furthermore, groupings of municipalities were identified that allowed to know the distribution of the HDI in the state. This confirms the need to consider the spatial factors as a fundamental element in the study of social phenomena.
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