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건설기업의 생존예측모형A Survival Predicting Model of the Construction Firm

Authors
전용석박복래박찬식
Issue Date
Dec-2002
Publisher
대한건축학회
Keywords
Financial Analysis; Survival Analysis; Logistic Regression Model; 재무분석; 생존분석; 로지스틱회귀모형; Financial Analysis; Survival Analysis; Logistic Regression Model
Citation
대한건축학회논문집 구조계, v.18, no.12, pp 165 - 172
Pages
8
Journal Title
대한건축학회논문집 구조계
Volume
18
Number
12
Start Page
165
End Page
172
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/55525
ISSN
1226-9107
Abstract
Under the current competitive business environment in the construction industry, the probability of the contractor's bankruptcy has been growing higher. The firm's management requires a quantitative predicting tool that could measure the degree of insolvency and survival time.This study proposes a survival predicting model for contractors, utilizing the survival analysis that is a statistical tool developed for the estimation of the patient's survival time in medicine. The survival analysis methodology is regraded as an alternative to overcome the shortcomings of the binary predicting model using regression analysis for the predicting the contractor's bankruptcy.The usefulness of the proposed model was validated through the comparison with the logistic regression model. The predicting performance of the each model shows that the logistic model appears to perform well in the firm's bankruptcy and the survival model does well in the firm's soundness.
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공과대학 (건축공학)
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