Application of BSDE in Standard Inventory Financing Loan

This paper examines the issue of loans obtained by the small and medium-sized enterprises (SMEs) from banks through the mortgage inventory of goods. And the loan-to-value (LTV) ratio which affects the loan business is a very critical factor. In this paper, we provide a general framework to determine...

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Main Authors: Hui Zhang, Wenyu Meng, Xiaojie Wang, Jianwei Zhang
Format: Article
Language:English
Published: Wiley 2017-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2017/1031247
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author Hui Zhang
Wenyu Meng
Xiaojie Wang
Jianwei Zhang
author_facet Hui Zhang
Wenyu Meng
Xiaojie Wang
Jianwei Zhang
author_sort Hui Zhang
collection DOAJ
description This paper examines the issue of loans obtained by the small and medium-sized enterprises (SMEs) from banks through the mortgage inventory of goods. And the loan-to-value (LTV) ratio which affects the loan business is a very critical factor. In this paper, we provide a general framework to determine a bank’s optimal loan-to-value (LTV) ratio when we consider the collateral value in the financial market with Knightian uncertainty. We assume that the short-term prices of the collateral follow a geometric Brownian motion. We use a set of equivalent martingale measures to build the models about a bank’s maximum and minimum levels of risk tolerance in an environment with Knightian uncertainty. The models about the LTV ratios are established with the bank’s maximum and minimum risk preferences. Applying backward stochastic differential equations (BSDEs), we get the explicit solutions of the models. Applying the explicit solutions, we can obtain an interval solution for the optimal LTV ratio. Our numerical analysis shows that the LTV ratio in the Knightian uncertainty-neutral environment belongs to the interval solutions derived from the models.
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institution Kabale University
issn 1026-0226
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publishDate 2017-01-01
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series Discrete Dynamics in Nature and Society
spelling doaj-art-5457327dceb74b1e97bf238c251be3b32025-02-03T01:07:26ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2017-01-01201710.1155/2017/10312471031247Application of BSDE in Standard Inventory Financing LoanHui Zhang0Wenyu Meng1Xiaojie Wang2Jianwei Zhang3School of Mathematics and Quantitative Economics, Shandong University of Finance and Economics, Jinan 250014, ChinaSchool of Finance, Shandong University of Finance and Economics, Jinan 250014, ChinaSchool of Mathematics and Quantitative Economics, Shandong University of Finance and Economics, Jinan 250014, ChinaShandong Police College, Jinan 250014, ChinaThis paper examines the issue of loans obtained by the small and medium-sized enterprises (SMEs) from banks through the mortgage inventory of goods. And the loan-to-value (LTV) ratio which affects the loan business is a very critical factor. In this paper, we provide a general framework to determine a bank’s optimal loan-to-value (LTV) ratio when we consider the collateral value in the financial market with Knightian uncertainty. We assume that the short-term prices of the collateral follow a geometric Brownian motion. We use a set of equivalent martingale measures to build the models about a bank’s maximum and minimum levels of risk tolerance in an environment with Knightian uncertainty. The models about the LTV ratios are established with the bank’s maximum and minimum risk preferences. Applying backward stochastic differential equations (BSDEs), we get the explicit solutions of the models. Applying the explicit solutions, we can obtain an interval solution for the optimal LTV ratio. Our numerical analysis shows that the LTV ratio in the Knightian uncertainty-neutral environment belongs to the interval solutions derived from the models.http://dx.doi.org/10.1155/2017/1031247
spellingShingle Hui Zhang
Wenyu Meng
Xiaojie Wang
Jianwei Zhang
Application of BSDE in Standard Inventory Financing Loan
Discrete Dynamics in Nature and Society
title Application of BSDE in Standard Inventory Financing Loan
title_full Application of BSDE in Standard Inventory Financing Loan
title_fullStr Application of BSDE in Standard Inventory Financing Loan
title_full_unstemmed Application of BSDE in Standard Inventory Financing Loan
title_short Application of BSDE in Standard Inventory Financing Loan
title_sort application of bsde in standard inventory financing loan
url http://dx.doi.org/10.1155/2017/1031247
work_keys_str_mv AT huizhang applicationofbsdeinstandardinventoryfinancingloan
AT wenyumeng applicationofbsdeinstandardinventoryfinancingloan
AT xiaojiewang applicationofbsdeinstandardinventoryfinancingloan
AT jianweizhang applicationofbsdeinstandardinventoryfinancingloan