ESTUDIO DE ALGUNAS PROPIEDADES DEL MÉTODO DE CLUSTERING K-MODES MEDIANTE REMUESTREO,APLICADO A LA TOMA DE DECISIONES EMPRESARIALES EN EL MARCO DEL COVID EN URUGUAY(STUDY OF SOME PROPERTIES OF THE K-MODE CLUSTERING METHOD THROUGH RESAMPLING, APPLIED TO THE MAKING BUSINESS DECISIONS IN THE FRAMEWORK OF COVID IN URUGUAY ()

Ramón Álvarez-Vaz (), Diego Araujo and Mauro de la Vega

No rwybh, OSF Preprints from Center for Open Science

Abstract: In a study in the field of corporate finance, developed during the pandemic in Uruguay, it is inquired about the COVID-19 IMPACT ON THE URUGUAYAN COMPANIES in decision-making on downsizing, telecommuting, training and work environment among others. For that, it resorts to the construction of a typology of business decision making using the method- do of clustering kmodes of modal profile on variables of binary type. Are analyzed several scenarios that account for the number of decision-making profiles based on the number of groups. This document presents the study of the performance of a clustering method, the modal profile kmodes, taking into account account the variability of some metrics that allow evaluating the homogeneity of the groups and decide on a possible solution to the number of groups. that variability the method, which is random in the choice of center, was studied based on the starting others, thus seeing the dependency with the solution found and also in the structure of the data for which we work with learning samples, varying its size by resampling. It works with data that comes from a study in the field of corporate finance, developed during the pandemic In Uruguay.

Date: 2022-10-03
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DOI: 10.31219/osf.io/rwybh

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