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Interpreting the prediction results of the tree-based gradient boosting models for financial distress prediction with an explainable machine learning approach
Liu, Jiaming; Li, Chengzhang; Ouyang, Peng; Liu, Jiajia; … - In: Journal of forecasting 42 (2023) 5, pp. 1112-1137
Persistent link: https://www.econbiz.de/10014338816
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Enhancing credit risk prediction based on ensemble tree-based feature transformation and logistic regression
Liu, Jiaming; Liu, Jiajia; Wu, Chong; Wang, Shouyang - In: Journal of forecasting 43 (2024) 2, pp. 429-455
Persistent link: https://www.econbiz.de/10014475349
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Financial distress prediction in China
Chen, Jianguo; Marshall, Ben R.; Zhang, Jenny; Ganesh, Siva - In: Review of Pacific Basin financial markets and policies 9 (2006) 2, pp. 317-336
Persistent link: https://www.econbiz.de/10003356575
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How predictable are equity covariance matrices? : evidence from high-frequency data for four markets
Buckle, Michael J.; Chen, Jing; Williams, Julian - In: Journal of forecasting 33 (2014) 7, pp. 542-557
Persistent link: https://www.econbiz.de/10011282861
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Conditions of pure arbitrage applications : evidence from three currencies
Bin, Leo; Chen, Jianguo; Zhao, Peng - In: Economics, management and financial markets 11 (2016) 3, pp. 11-29
Persistent link: https://www.econbiz.de/10011814217
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Learning, disagreement and inflation forecasting
Chen, Ji; Yang, Xinglin; Liu, Xiliang - In: The North American journal of economics and finance : a … 63 (2022), pp. 1-20
Persistent link: https://www.econbiz.de/10014225817
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A neural network approach to understanding implied volatility movements
Cao, Jay; Chen, Jacky; Hull, John - In: Options - 45 years since the publication of the …, (pp. 235-256). 2023
Persistent link: https://www.econbiz.de/10014366653
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The role of categorical EPU indices in predicting stock-market returns
Chen, Juan; Ma, Feng; Qiu, Xuemei; Li, Tao - In: International review of economics & finance : IREF 87 (2023), pp. 365-378
Persistent link: https://www.econbiz.de/10014472350
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A SETAR model for Canadian GDP : non-linearities and forecast comparisons
Feng, Hui; Liu, Jia - In: Applied economics 35 (2003) 18, pp. 1957-1964
Persistent link: https://www.econbiz.de/10001863393
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Can economic policy uncertainty predict financial stress? : a MIDAS approach
Xiong, Xiong; Liu, Jiakou; Liu, Zhifeng - In: Applied economics letters 29 (2022) 1, pp. 22-29
Persistent link: https://www.econbiz.de/10012803323