TY - JOUR AU - Luquín-García, María Dolores AU - Macedo Ruíz, Edith Cecilia AU - Rojas-Altamirano, Omar AU - López-Hernández, Carlos PY - 2018/09/23 Y2 - 2024/03/28 TI - Determination of the Representative Socioeconomic Level by BSA in the Mexican Republic JF - Revista Perspectiva Empresarial JA - REVISTA PERSPECT. EMPRESARIAL VL - 5 IS - 2 SE - Artículos DO - 10.16967/rpe.v5n2a6 UR - https://revistas.ceipa.edu.co/index.php/perspectiva-empresarial/article/view/171 SP - 83-100 AB - <p><span lang="EN-US">The aim of this article is to determine the socioeconomic level (SEL) with disaggregation of the Basic Statistical Area (BSA) in the Mexican Republic. The methodology used is the one established by the Mexican Association of Market Research Agencies (AMAI) along with the National Institute of Statistics and Geography (INEGI). The Clustering of the BSAs was carried out according to variables contained in the Population and Housing Census of 2010, through Gaussian mixture models, learning neural networks and finally, by defining the labels corresponding to each SEL. We found the existence of a representative SEL for each BSA. In addition, the definition of each socioeconomic level shows good results with an average of 90.86% of correctly labeled elements.</span></p> ER -