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Applying wrapper-based variable selection techniques to predict MFIs profitability: evidence from Peru.

In this paper, we analyse the main factors explaining the profitability (ROA) of Microfinance Institutions (MFIs) in Peru from 2011 to 2107. We apply three wrapper techniques to asample of 168 Peruvians MFIs and 69 attributes obtained from MIX Market database. After running the algorithms M5ʹ, knear...

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Publicado en:Journal of Development Effectiveness Vol. 13; no. 1; pp. 84 - 100
Autores principales: Pietrapiana, Fabio, Feria-Dominguez, José Manuel, Troncoso, Alicia
Formato: Artículo
Publicado: Taylor & Francis Ltd Mar2021
Materias:
Peru
Income tax
Random forest algorithms
Profitability
Profit margins
Regression trees
Acceso en línea:Ver este registro en EBSCOhost