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뉴스벤더 모델을 이용한 최적 대출금 한도 관리에 관한 연구

Title
뉴스벤더 모델을 이용한 최적 대출금 한도 관리에 관한 연구
Other Titles
A Study on the Optimal Loan Limit Management Using the Newsvendor Model
Author
황승준
Keywords
Newsvendors; Profits; Optimization; Predicting Default; Loan Limit (Debt Ceiling)
Issue Date
2015-09
Publisher
한국산업경영시스템학회
Citation
산업경영시스템학회지, v. 38, No. 3, Page. 39-48
Abstract
In this study, granting the optimal loan limit on SME (Small and Medium Enterprise) loans of financial institutions was proposed using the traditional newsvendor model. This study was the first domestic case study that applied the newsvendor model that was mainly used to calculate the optimum order quantity under some uncertain demands to the calculation of the loan limit (debt ceiling) of institutions. The method presented in this study made it possible to calculate the loan limit (debt ceiling) to maximize the revenue of a financial institution using probability functions, applied the newsvendor model setting the order volume of merchandise goods as the loan product order volume of the financial institution, and proposed, through the analysis of empirical data, the availability of additional loan to the borrower and the reduction of the debt ceiling and a management method for the recovery of the borrower who could not generate profit. In addition, the profit based loan money management model presented in this study also demonstrated that it also contributed to some extent to the prediction of the bankruptcy of the borrowing SME (Small and Medium Enterprise), as well as the calculation of the loan limit based on profit, by deriving the result values that the borrowing SME (Small and Medium Enterprise) actually went through bankruptcy at later times once the model had generated a signal of loan recovery for them during the validation of empirical data. accordingly, The method presented in this study suggested a methodology to generated a signal of loan recovery to reduce the losses by the bankruptcy.
URI
http://scholar.dkyobobook.co.kr/searchDetail.laf?barcode=4010024629589http://repository.hanyang.ac.kr/handle/20.500.11754/101533
ISSN
2005-0461
Appears in Collections:
COLLEGE OF BUSINESS AND ECONOMICS[E](경상대학) > BUSINESS ADMINISTRATION(경영학부) > Articles
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