Desenvolvimento de um modelo de credit scoring para a concessão de crédito rural

This study aimed to develop a model for risk assessment of customers of a financial institution wishing to contract rural credit operations targeted to individuals. Considering the steps of preparing a credit scoring model, we used the logistic regression model to a sample of 702 contracts, contract...

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Detalhes bibliográficos
Autores: Victor Lovato, Poueri do Carmo Mario
Formato: artículo
Estado:Versión publicada
Fecha de publicación:2017
País:Brasil
Recursos:Universidade Federal de Minas Gerais (UFMG)
Repositorio:Repositório Institucional da UFMG
Idioma:portugués
OAI Identifier:oai:repositorio.ufmg.br:1843/61562
Acesso em linha:http://hdl.handle.net/1843/61562
Access Level:acceso abierto
Palavra-chave:Risco de Crédito
Credit Scoring
Regressão logística
Crédito Rural
Concessão
Credito rural
Risco
Administração de empresas
Descrição
Resumo:This study aimed to develop a model for risk assessment of customers of a financial institution wishing to contract rural credit operations targeted to individuals. Considering the steps of preparing a credit scoring model, we used the logistic regression model to a sample of 702 contracts, contracts settled between the contracted term and overdue contracts until February 2015. At the end, the model presented found a general arrangement of about 70% in validation step, which suggests that an acceptable final model assertiveness.