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1
Ahn, M. G./The Effect of Voluntary Carbon Mission Disclosure on Debt Characteristics/Journal of Business Research/2017/32(3)/261~283// Google Scholar ›
2
Allen, G./The impact of corporate social responsibility on the cost of bank loans/Journal of Banking & Finance/2011/35(7)/1794~1810// Google Scholar ›
3
Altman N./Ensemble methods: Bagging and random forests/Nature Methods/2017/14/933~934// Google Scholar ›
4
Amini S/Can machines learn capital structure dynamics?/Journal of Corporate Finance/2021/70/1~22// Google Scholar ›
5
Ayers B. C./Evidence that analyst following and institutional ownership accelerate the pricing of future earnings/Review of Accounting Studies/2003/8/47~67// Google Scholar ›
6
Bharath, S. T./Forecasting default with the Merton distance to default model/The Review of Financial Studies/2008/21(3)/1339~1369// Google Scholar ›
7
Bradshaw, M. T./Analyst information processing, financial regulation, and academic research/The Accounting Review/2009/84(4)/1073~1083// Google Scholar ›
8
Breiman, L./Bagging predictors/Machine Learning/1996/24/123~140// Google Scholar ›
9
Breiman, L./Random forests/Machine Learning/2001/45/5~32// Google Scholar ›
10
Chapple L./The cost of carbon: Capital market effects of the proposed emission trading scheme (ETS)/Abacus/2013/49(1)/1~33// Google Scholar ›
11
Choi, D. B./ESG and Managerial Agency Problems/Korean Journal of Financial Studies/2022/51(4)/417~445// Google Scholar ›
12
Choi J. S./Usefulness of Voluntarily Disclosed Carbon Emissions Information/Korean Accounting Review/2016/41(6)/105~157// Google Scholar ›
13
Cui J. H./The Effect of Analyst Coverage on Idiosyncratic Volatility/The Korean Journal of Financial Management/2021/38(4)/61~83// Google Scholar ›
14
Cui, J. H./Corporate Social Responsibility and Stock Price Crash Risk between Business-to-Business Industries and Business-to-Consumer Industries/Journal of Insurance and Finance/2021/32(4)/115~144// Google Scholar ›
15
Dhaliwal D./Corporate social responsibility disclosure and the cost of equity capital: The roles of stakeholder orientation and financial transparency/Journal of Accounting and Public Policy/2014/33(4)/328~355// Google Scholar ›
16
Ellul A./Do financial analysts restrain insiders' informational advantage?/Journal of Financial and Quantitative Analysis/2018/53(1)/203~241// Google Scholar ›
17
Fiorillo P./Analyst coverage and default risk/International Review of Economics & Finance/2024/94/1~21// Google Scholar ›
18
Gelb, D. S./Corporate Social Responsibility and Financial Disclosures: An Alternative Explanation for Increased Disclosure/Journal of Business Ethics/2001/33/1~13// Google Scholar ›
19
Glosten L. R./Bid, ask and transaction prices in a specialist market with heterogeneously informed traders/Journal of Financial Economics/1985/14/71~100// Google Scholar ›
20
Healy, P. M./Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature/Journal of Accounting and Economics/2001/31(1-3)/405~440// Google Scholar ›
21
Jeon, J. H./The Effect of Corporate Social Responsibility and Audit Size on Credit Rating/Journal of the Korea Convergence Society/2018/9(1)/1~8// Google Scholar ›
22
Jeon, J. Q./ESG Factors as a Determinant on Credit Ratings/Asian Review of Financial Research/2021/34(2)/31~65// Google Scholar ›
23
Jeong S. W./Expertise, Forecast Accuracy and Selection of Best Analysts: A Korean Study/Korean Journal of Financial Studies/2011/40(5)/749~774// Google Scholar ›
24
Jiraporn P./Does corporate social responsibility (CSR) improve credit ratings? Evidence from geographic identification/Financial Management/2014/43(3)/505~531// Google Scholar ›
25
Kim, K. M./The Effect of ESG rates on Corporate Value and Cost of Debt, Credit rating/Asia-Pacific Journal of Business & Commerce/2021/13(3)/94~121// Google Scholar ›
26
Kim G. O./Relation between Discretionary Accruals and Stock Return as Bond Ratings Changes/Accounting Information Review/2017/35(2)/59~88// Google Scholar ›
27
Kim Y./Corporate social responsibility and stock price crash risk/Journal of Banking & Finance/2014/43/1~13// Google Scholar ›
28
King G./Logistic regression in rare events data/Political Analysis/2001/9(2)/137~163// Google Scholar ›
29
Lee J. H./Firm-value effects of carbon emissions and carbon disclosures -Evidence from Korea/International Journal of Environmental Research and Public Health/2021/18(22)/1~16// Google Scholar ›
30
Lee J. H./Does the ESG Performance Affect Asymmetric Volatility? - Evidence from Korea/The Korean Journal of Financial Management/2022/39(2)/217~245// Google Scholar ›
31
Lee J. W./Financial Instruments Recommendation based on Classification Financial Consumer by Text Mining Techniques/Journal of Information Technology Service/2016/15(4)/1~24// Google Scholar ›
32
Lee J. H./The Effects of Abnormal Investments on Credit Ratings/Accounting Information Review/2013/31(4)/263~295// Google Scholar ›
33
Lee S. H./The Verification of the Relationship between Korean Analysts' Coverage and Listed Companies' R&D Activities/The Korean Journal of Financial Management/2022/39(1)/1~22// Google Scholar ›
34
Lim B. K./The Informativeness of Financial Analyst: Focus on Initiation of Coverage Firms/Korean Journal of Financial Engineering/2017/16(1)/49~74// Google Scholar ›
35
Lys, T./The association between revisions of financial analysts' earnings forecasts and security-price changes/Journal of Accounting and Economics/1990/13(4)/341~363// Google Scholar ›
36
Vassalou M./Default risk in equity returns/Journal of Finance/2004/59(2)/831~868// Google Scholar ›
37
Matsumura, E. M./Firm-value effects of carbon emissions and carbon disclosures/The Accounting Review/2014/89(2)/695~724// Google Scholar ›
38
Merton, R. C./On the pricing of corporate debt: The risk structure of interest rates/Journal of Finance/1974/29/449~470// Google Scholar ›
39
Oh, S. H./A Study on the Effect of Agency Rating and ESG Rating on Corporate Value/Tax Accounting Research/2021/69/125~144// Google Scholar ›
40
Oikonomou I./The effects of corporate social performance on the cost of corporate debt and credit ratings/Financial Review/2014/49(1)/49~75// Google Scholar ›
41
Park D. J./The Effect of ESG Performance on Corporate Credit Risk/Asian Review of Financial Research/2023/36(1)/67~102// Google Scholar ›
42
Park, J. H./The Effect of GHG Emission on the Firm Value: Using the Carbon Disclosure Project Data/Journal of Industrial Economics and Business/2017/30(5)/1643~1663// Google Scholar ›
43
Park J. W./A Study on the Construction of Credit Evaluation Model for Small Business Using Machine Learning Techniques/Journal of Corporation and Innovation/2017/10(3)/1~16// Google Scholar ›
44
Seo, M./A Case Study on the Use of Big Data in the Korean Financial Institutions/Digital Trade Review/2013/11(4)/115~134// Google Scholar ›
45
Climate Regulatory Risks and Corporate Bonds. Nanyang Business School Research Paper, 20(05)/https://ssrn.com/abstract=3563271/Seltzer L.//SSRN/2022 Google Scholar ›
46
Song M. C./Predicting Loan Delinquency by Analyzing Sample DB with Machine Learning/Asian Review of Financial Research/2021/34(4)/199~234// Google Scholar ›
47
Song, S. H./A Study on Improving Financial Asset Trading Model Using Social Big Data Analysis Based on Machine Learning/Entrue Journal of Information Technology/2017/16(1)/51~62// Google Scholar ›
48
Shin T. Y./ESG(Environment․Social․Governance) Performance and Credit Risk/Journal of Future Society/2023/14(2)/134~152// Google Scholar ›
49
Suh M. S./A Study on the Changing Direction of FinTech Service Model based on Big Data/The e-Business Studies/2019/20(2)/195~213// Google Scholar ›
50
Vance S./Are Socially Responsible Corporations Good Investment Risks?/Managerial Review/1975/64/18~24// Google Scholar ›
51
Yoon, B. H./The Speed of Adjustment toward Target Leverage in Korean Firms: Based on New Models/Regional Industry Review/2016/39(2)/55~84// Google Scholar ›
52
KIS Credit Rating Theory - Analysis of ESG Risks/Korea Investors Service (KIS)/KIS/2022/~/ Google Scholar ›

머신러닝을 활용한 비재무 정보의 신용위험 예측 분석 - ESG 성과, 애널리스트 커버리지, 탄소배출 정보를 중심으로