The measurement and early warning of daily financial stability index based on XGBoost and SHAP: Evidence from China

Author:

Tan Benyan,Gan ZiqiORCID,Wu Yan

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference69 articles.

1. Capital shortfall: A new approach to ranking and regulating systemic risks;Acharya;American Economic Review,2012

2. Ahmed, N. K., Atiya, A. F., Gayar, N. E., & El-Shishiny, H. (2010). An empirical comparison of machine learning models for time series forecasting. Econometric Reviews, 29(5-6), 594-621.https://doi.org/10.1080/07474938.2010.481556.

3. Albulescu, C. T. (2010). Forecasting the Romanian financial system stability using a stochastic simulation model. Romanian Journal of Economic Forecasting, 13(1), 81-98. https://ipe.ro/rjef/rjef1_10/rjef1_10_6.pdf.

4. Identifying excessive credit growth and leverage;Alessi;Journal of Financial Stability,2018

5. Defining and achieving financial stability;Allen;Journal of Financial Stability,2006

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Moderate-resolution snow depth product retrieval from passive microwave brightness data over Xinjiang using machine learning approach;International Journal of Digital Earth;2024-01

2. An Intelligent Decision Support System for Forecasting Financially Distressed Businesses;2023 Eleventh International Conference on Intelligent Computing and Information Systems (ICICIS);2023-11-21

3. Financial Risk Early Warning Based on Big Data Analysis;2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE);2023-11-02

4. Evaluation of Provincial Economic Resilience in China Based on the TOPSIS-XGBoost-SHAP Model;Journal of Mathematics;2023-10-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3