Mô Hình Đánh Giá Tín Dụng Doanh Nghiệp Nhỏ Tại Việt Nam: Phân Tích Xác Suất Vỡ Nợ

Trường đại học

University of Economics

Chuyên ngành

Development Economics

Người đăng

Ẩn danh

Thể loại

Thesis

2016

109
0
0

Phí lưu trữ

35 Point

Mục lục chi tiết

CERTIFICATION

ACKNOWLEDGEMENT

ABSTRACT

1. CHAPTER 1: INTRODUCTION

1.1. Research objectives and research questions

1.2. Scope of the study

1.3. Contributions and Implications

1.4. Organization of the thesis

2. CHAPTER 2: LITTERATURE REVIEW

2.1. Concepts of credit rating

2.2. Worldwide approaches for credit rating

2.3. Empirical studies on credit rating

3. CHAPTER 3: RESEARCH METHODOLOGY

3.1. Analytical framework and hypotheses

3.2. Binominal logistic regression

3.3. Multinomial logistic regressions

3.4. Linear regression quick reviews

3.5. Data sources and data treatment

3.6. The Data Set

3.7. Independent variables selecion

3.8. Independent variables transformation

4. CHAPTER 4: EMPERICAL RESULTS

4.1. The first model with Dependent variable is Default01

4.2. The author’s observation after run a “full model”

4.3. Final binominal regression models

4.4. Interesting results for Model 1.1-Qualitative marginal effects

4.5. Initiative for automatic tool

4.6. The second model with Dependent variable is F2-loan group

4.7. The author’s observation after run a “full model”

4.8. Final ologit regression models

4.9. Some more interesting results

4.10. The third model with Dependent variable is F2n-day of late payment

4.11. The author’s observation after run a “full model”

4.12. Final linear regression models. Some more interesting results

4.13. Test for any other limitation

4.14. Checking for Multicollinearity

4.15. Checking for Homoscedasticity

4.16. Comparing results of some models

4.17. Logit functions back test

4.18. Ologit functions back test

4.19. Linear functions back test

5. CHAPTER 5: CONCLUSION AND IMPLICATIONS

5.1. Limitations of the study

5.2. Suggestion for further studies

Appendix 1-Variable Descriptive Statistic

Appendix 2-Full model for Logit functions

Appendix 3-Full model for Ologit functions

Appendix 4-Full model for Linear functions

Appendix 5-Testing of Multicollinearity

Appendix 6-Testing of Homoscedasticity

Luận văn thạc sĩ ueh sme credit rating model in vietnam probability of default assessment