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Teoriya Veroyatnostei i ee Primeneniya, 2021, Volume 66, Issue 2, Pages 402–414
DOI: https://doi.org/10.4213/tvp5337
(Mi tvp5337)
 

Short Communications

On a stochastic model for a cooperative banking scheme for microcredit

M. L. Esquívela, P. P. Motaa, J. P. Pinab

a Department of Mathematics, FCT NOVA, New University of Lisbon, Monte de Caparica, Portugal
b Department of Applied Social Sciences, FCT NOVA, New University of Lisbon, Monte de Caparica, Portugal
References:
Abstract: We propose and study a simple model for microcredit using two sums, with a random number of terms, of identically distributed random variables, the number of terms being Poisson distributed; the first sum accounts for the payments—the payables—made to the collective vault by the participants, and the second sum, subtracted from the first, accounts for the loans received by the participants, the receivables. Under a global independence hypothesis, we define, by mean of moment generating functions, an easily implementable condition for the sustainability of the collective vault. That is, if, for all the participants and at any time, on average, the sum of the loans is strictly less than the sum of the payments to the collective vault, then the probability of the collective vault failing can be made arbitrarily small, provided the loans only start to be accepted after a sufficiently large delay. We present numerical illustrations of collective vaults for exponential and chi-squared distributed random terms. For the practical management of such a collective vault it may be advisable to have loan granting rules that destroy the independence of the random terms. We present a first simulation study that shows the effect of such a loan granting rule, that removes the independence hypothesis on maintaining the stability of the collective vault.
Keywords: general banking scheme, Poisson model of stability of the collective vault, ruin probability.
Funding agency Grant number
Fundação para a Ciência e a Tecnologia UID/MAT/00297/2019
UID/ECO/04007/2013
Federación Española de Enfermedades Raras POCI-01-0145-FEDER-007659
The first and second authors were partially supported by the project UID/MAT/00297/2019 (Centro de Matemática e Aplicações) financed by the Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology). The third author was supported by the Fundação para a Ciência e a Tecnologia (grant UID/ECO/04007/2013) and FEDER/COMPETE (POCI-01-0145-FEDER-007659).
Received: 03.07.2019
Accepted: 19.09.2019
English version:
Theory of Probability and its Applications, 2021, Volume 66, Issue 2, Pages 326–335
DOI: https://doi.org/10.1137/S0040585X97T990423
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: M. L. Esquível, P. P. Mota, J. P. Pina, “On a stochastic model for a cooperative banking scheme for microcredit”, Teor. Veroyatnost. i Primenen., 66:2 (2021), 402–414; Theory Probab. Appl., 66:2 (2021), 326–335
Citation in format AMSBIB
\Bibitem{EsqMotPin21}
\by M.~L.~Esqu{\'\i}vel, P.~P.~Mota, J.~P.~Pina
\paper On a~stochastic model for a~cooperative banking scheme for microcredit
\jour Teor. Veroyatnost. i Primenen.
\yr 2021
\vol 66
\issue 2
\pages 402--414
\mathnet{http://mi.mathnet.ru/tvp5337}
\crossref{https://doi.org/10.4213/tvp5337}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4252932}
\zmath{https://zbmath.org/?q=an:1470.91304}
\transl
\jour Theory Probab. Appl.
\yr 2021
\vol 66
\issue 2
\pages 326--335
\crossref{https://doi.org/10.1137/S0040585X97T990423}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85129627051}
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