Time Series Predicting Model of Financial Distress

碩士 === 國立臺灣大學 === 財務金融學系 === 85 === The purpose of this thesis is to provide a dynamic financial predictingmodel that is constructed from a statistical "CUSUM" model, by which it issignificantly able to predict the financial distress in advance....

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Bibliographic Details
Main Authors: Lin, Jin-Szu, 林金賜
Other Authors: Su Yung-Cheng
Format: Others
Language:zh-TW
Published: 1997
Online Access:http://ndltd.ncl.edu.tw/handle/09637944089033414123
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Summary:碩士 === 國立臺灣大學 === 財務金融學系 === 85 === The purpose of this thesis is to provide a dynamic financial predictingmodel that is constructed from a statistical "CUSUM" model, by which it issignificantly able to predict the financial distress in advance. The stock required full delivery firms are selected as failed firms in comparison with healthy firms of the same industry. We adapt five financialratios as independent variables and put them into CUSUM model to test the financial performance. The major results are as follows:1.For the ratios such as FA/TA, NWC/TA, EPS/P, OI/TA if the failed firms are lower than those of healthy firms except INV/SALE ratio, this means that in the long run the failed firms will encounter financial distress due to the bad inventory management.2.The CUSUM model is well to predict the financial distress before six sea- sons that is more accurate than a better prediction and results in the Dis- criminate analysis.