Bai Ling. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 77-80). / Abstracts in English and Chinese. / INTRODUCTION --- p.1 / Chapter 1.1 --- Background --- p.1 / Chapter 1.2 --- Research Approach and Design --- p.4 / Chapter 1.3 --- Organization of the Thesis --- p.5 / LITERATURE REVIEW ON CREDIT RISK MODELING --- p.6 / Chapter 2.1 --- Overview --- p.6 / Chapter 2.2 --- Discriminant Analysis --- p.8 / Chapter 2.3 --- Logit Regression --- p.10 / Chapter 2.4 --- Regression and Classification Tree (CART) --- p.10 / Chapter 2.3 --- Chapter Summary --- p.12 / FALSE FINANCIAL STATEMENTS DETECTION --- p.13 / Chapter 3.1 --- Overview --- p.13 / Chapter 3.2 --- Empirical Studies on Financial Scandal and False Financial Statements (FFS) --- p.14 / Chapter 3.3 --- False Financial Statements (FFS) Detection --- p.17 / Chapter 3.4 --- Chapter Summary --- p.23 / RESEARCH METHODOLOGIES IN CREDIT SCORING & FALSE FINANCIAL STATEMENTS DETECTION --- p.25 / Chapter 4.1 --- Overview --- p.25 / Chapter 4.2 --- Logit Regression --- p.26 / Chapter 4.3 --- Classification and Regression Tree (CART) --- p.31 / Chapter 4.4 --- Chapter Summary --- p.34 / PROPOSED STUDY FRAMEWORK --- p.35 / Chapter 5.1 --- The COMPLETE Framework --- p.35 / Chapter 5.2 --- Rating Process --- p.43 / Chapter 5.3 --- Chapter Summary --- p.45 / DEVELOPING THE CREDIT SCORING MODEL --- p.46 / Chapter 6.1 --- Overview --- p.46 / Chapter 6.2 --- Sample --- p.46 / Chapter 6.3 --- Variables --- p.47 / Chapter 6.4 --- Result of the Univariate Analysis --- p.49 / Chapter 6.5 --- Develop the Bankruptcy Risk Model with Logit Regression --- p.50 / Chapter 6.6 --- Chapter Summary --- p.54 / INVESTIGATING FALSE FINANCIAL STATEMENTS --- p.55 / Chapter 7.1 --- Overview --- p.55 / Chapter 7.2 --- Impact of False Financial Statements (FFS) on Credit Risk Assessments - Evidence from Lantian's Case --- p.55 / Chapter 7.3 --- Evaluating the Trustworthiness Aspect for Lantian --- p.56 / Chapter 7.4 --- Analyze FFS with Statistical Tools --- p.59 / Chapter 7.5 --- Chapter Summary --- p.73 / SUMMARY --- p.75 / REFERENCES --- p.77
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_325256 |
| Date | January 2005 |
| Contributors | Bai, Ling., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, iv, 80 leaves : ill. ; 30 cm. |
| Coverage | China, China |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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