Journal of the Indonesian Mathematical Society
Vol. 30 No. 2 (2024): JULY

HIDDEN MARKOV REPRESENTATION OF MICROCREDIT

Giva, Maria Angela (Unknown)
Luy, Jasmin-Mae (Unknown)
Segui, Mary Elizabeth (Unknown)



Article Info

Publish Date
24 Aug 2024

Abstract

Microcredit is a method of lending small amounts of money to low-income individuals who have no access to traditional financial institutions. Upon applying for a loan, an individual may either be able to repay it and be granted a loan again, otherwise s/he demands for a new loan. These events influence certain factors, which can be illustrated through a hidden Markov model (HMM). This study provides a hidden Markov representation of microcredit taking into consideration the borrower's acquisition of small businesses. Model algorithms used in addressing the problems in HMM, such as the Viterbi algorithm, are discussed and implemented via numerical examples.

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Journal Info

Abbrev

JIMS

Publisher

Subject

Mathematics

Description

Journal of the Indonesian Mathematical Society disseminates new research results in all areas of mathematics and their applications. Besides research articles, the journal also receives survey papers that stimulate research in mathematics and their ...