dc.contributor.advisor | 謝淑貞 | zh_TW |
dc.contributor.advisor | Shieh,Shwu Jane | en_US |
dc.contributor.author (Authors) | 曾士懷 | zh_TW |
dc.contributor.author (Authors) | Tseng,Shih Huai | en_US |
dc.creator (作者) | 曾士懷 | zh_TW |
dc.creator (作者) | Tseng,Shih Huai | en_US |
dc.date (日期) | 2007 | en_US |
dc.date.accessioned | 18-Sep-2009 20:01:11 (UTC+8) | - |
dc.date.available | 18-Sep-2009 20:01:11 (UTC+8) | - |
dc.date.issued (上傳時間) | 18-Sep-2009 20:01:11 (UTC+8) | - |
dc.identifier (Other Identifiers) | G0953510131 | en_US |
dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/36879 | - |
dc.description (描述) | 碩士 | zh_TW |
dc.description (描述) | 國立政治大學 | zh_TW |
dc.description (描述) | 國際經營與貿易研究所 | zh_TW |
dc.description (描述) | 95351013 | zh_TW |
dc.description (描述) | 96 | zh_TW |
dc.description.abstract (摘要) | Bankruptcy prediction has been of great interest to academics in the fields of accounting and finance for decades. Prior literatures focus mostly on investigating the covariates that lead to bankruptcy. In this thesis, however, we extend the issue of interest to what are the possible covariates that cause significant jumps in bankruptcy probability for a company. We consider the BSM-probability measure examined by Hillegeist, Keating, Cram, and Lundsedt (2004) to help us calculate the variation in bankruptcy probabilities for companies. In addition, recurrent event data analysis is applied to explore these jumps in bankruptcy intensity. By investigating the S&P500 constituents with sample consists of 343 S&P500-listed companies and 17,836 quarter observations starting from 1994 to 2007, we find that, in three of our models, all of these six covariates are negatively related to the recurrences of event that a company will suffer significant jumps in its bankruptcy probability during the next quarter. Additionally, macroeconomic covariates have greater explanatory power as factors affecting the probability of these jumps, while company-specific covariates contribute less to these recurrences of events. In comparison, we conduct another estimation based on the observation of slight increases in bankruptcy probability for companies. Contrary to what we find on the prior dataset, our empirical results suggest the factors that evoke these events are less prominent and their influences on the event recurrence are mixed. | zh_TW |
dc.description.tableofcontents | I. IntroductionII. Related LiteraturesIII. Methodology 3.1 BSM and the Probability of Bankruptcy 3.2 Cox Proportional Hazard Model 3.3 Semiparametric General Model 3.4 Empirial ModelIV. Empirical Analysis 4.1 Data 4.2 Model Estimations 4.3 Hazard functionsV. Concluding RemarksReferences | zh_TW |
dc.format.extent | 41135 bytes | - |
dc.format.extent | 12653 bytes | - |
dc.format.extent | 22377 bytes | - |
dc.format.extent | 24389 bytes | - |
dc.format.extent | 71310 bytes | - |
dc.format.extent | 46908 bytes | - |
dc.format.extent | 176980 bytes | - |
dc.format.extent | 20048 bytes | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.format.mimetype | application/pdf | - |
dc.language.iso | en_US | - |
dc.source.uri (資料來源) | http://thesis.lib.nccu.edu.tw/record/#G0953510131 | en_US |
dc.subject (關鍵詞) | 重複事件 | zh_TW |
dc.subject (關鍵詞) | 破產機率 | zh_TW |
dc.subject (關鍵詞) | Recurrent Event | en_US |
dc.subject (關鍵詞) | Bankruptcy Probability | en_US |
dc.title (題名) | 以重複事件模型分析破產機率 | zh_TW |
dc.title (題名) | Recurrent Event Analysis of Bankruptcy Probability | en_US |
dc.type (資料類型) | thesis | en |
dc.relation.reference (參考文獻) | Altman, E.I., 1968. Financial ratios, discriminant analysis, and the prediction of corporate bankruptcy. Journal of Finance 23, 589-609 | zh_TW |
dc.relation.reference (參考文獻) | Beaver, B., 1966. Financial ratios as predictors of failure. Journal of Accounting Research Autumn, 91–101, Empirical Research in Accounting: Selected Studies, Supplement. | zh_TW |
dc.relation.reference (參考文獻) | Beaver, B., 1968a. Alternative accounting measures as predictors of failure. Accounting Review January, 113–122. | zh_TW |
dc.relation.reference (參考文獻) | Beaver, B., 1968b. Market prices, financial ratios, and the prediction of failure. Journal of Accounting Research Autumn, 170–192. | zh_TW |
dc.relation.reference (參考文獻) | Beaver, W., McNichols, M., Rhie, J.-W., 2005. Have financial statements become less informative?—Evidence from the Ability of Financial Ratios to Predict Bankruptcy. Review of Accounting Studies 10, 93–122. | zh_TW |
dc.relation.reference (參考文獻) | Bharath, S., Shumway, T., 2004. Forecasting default with the KMV-merton model. Working paper, University of Michigan. | zh_TW |
dc.relation.reference (參考文獻) | Crosbie, P.J., Bohn, J.R., 2002. Modeling default risk. Technical Report, KMV, LLC. | zh_TW |
dc.relation.reference (參考文獻) | Das, S.R., Duffie, D., Kapadia, N., Saita, L., 2006. Common failings: how corporate defaults are correlated, Journal of Finance. | zh_TW |
dc.relation.reference (參考文獻) | Duffie, D., Lando, D., 2001. Term structures of credit spreads with incomplete accounting information. Econometrica 69, 633–664. | zh_TW |
dc.relation.reference (參考文獻) | Hillegeist, S.A., Keating, E.K., Cram, D.P., Lundstedt, K.G., 2004. Assessing the Probability of Bankruptcy. Review of Accounting Studies 9, 5–34. | zh_TW |
dc.relation.reference (參考文獻) | Jones, F., 1987. Current techniques in bankruptcy prediction. Journal of Accounting Literature 6, 131–164. | zh_TW |
dc.relation.reference (參考文獻) | Kealhofer, S., 2003. Quantifying credit risk I: default prediction. Financial Analysts Journal, January–February, 30–44. | zh_TW |
dc.relation.reference (參考文獻) | Lin, D. Y., and Wei, L. J., 1989. The robust inference for the Cox proportional hazards model. Journal of the American Statistical Association. | zh_TW |
dc.relation.reference (參考文獻) | McDonald, C.G., Van de Gucht, L.M., 1999. High-yield bond default and call risks. Review of Economics and Statistics 81, 409–419. | zh_TW |
dc.relation.reference (參考文獻) | Ohlson, J., 1980. Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research 19, 109–131. | zh_TW |
dc.relation.reference (參考文獻) | Pena, E. A., Hollander, M., 2004. Models for recurrent events in reliability and survival analysis. Kluwer Academic Publishers, 105-123 | zh_TW |
dc.relation.reference (參考文獻) | Pena, E. A., Slate, E. H., and Gonzalez, J. R., 2006. Semiparametric inference for a general calss of models for recurrent events. Journal of Statistical Planning and Inference, 137, 1727-1747 | zh_TW |
dc.relation.reference (參考文獻) | Pesaran, M.H., Schuermann, T., Treutler, B.-J., Weiner, S.M., 2006. Macroeconomic dynamics and credit risk: a global perspective. Journal of Money, Credit, and Banking 38, 1211–1262. | zh_TW |
dc.relation.reference (參考文獻) | Ripatti, S., and Palmgren, J., 2000. Estimation of multivariate frailty models using penalized partial likelihood. Biometrics, 1016-1022 | zh_TW |
dc.relation.reference (參考文獻) | Shumway, T., 2001. Forecasting bankruptcy more accurately: a simple hazard model. Journal of Business 74, 101–124. | zh_TW |
dc.relation.reference (參考文獻) | Therneau, T. M., and Hamilton, S. A., 1997. rhDNase as an example of recurrent event analysis. Statistics in Medicine 16, 2029-2047 | zh_TW |
dc.relation.reference (參考文獻) | Therneau, T. M., and Grambsch, P. M., 2000. Modeling survival data: extending the Cox model | zh_TW |
dc.relation.reference (參考文獻) | Rondeau, V., Commenges, D., and Joly, P., 2003. Maximun penalized likihood estimation in a gamma-frailty model. Lifetime Data Analysis 9, 139-153 | zh_TW |
dc.relation.reference (參考文獻) | Wei, L. J., Lin, D. Y., and Weissfeld, L., 1989. Regression analysis of multivariate incomplete failure time data by modeling marginal distributions, Journal of the American Statistical Association 84, 1065-1073 | zh_TW |