Robust Kalman filter based on a fuzzy GARCH model to forecast volatility using particle swarm optimization
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
http://link.springer.com/content/pdf/10.1007/s00500-014-1447-x.pdf
Reference32 articles.
1. Bollerslev T (1986) Generalized autoregressive conditional heteroskedasticity. J Econom 31(4):307–327
2. Chen MY, Chen DR, Fan MH, Huang TY (2013) International transmission of stock market movements: an adaptive neuro-fuzzy inference system for analysis of TAIEX forecasting. Neural Comput Appl 23:369–378
3. Chen SM, Kao PY (2013) TAIEX forecasting based on fuzzy time series, particle swarm optimization techniques and support vector machines. Inf Sci 247:62–71
4. Choudhry T, Wu H (2008) Forecasting ability of GARCH vs Robust Kalman filter method: evidence from daily UK time-varying beta. J Forecast 27:670–689
5. Glosten LR, Jagannathan R, Runkle DE (1993) On the relation between the expected value and the volatility of the nominal excess return on stocks. J Finance 48:1779–1801
Cited by 10 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. Use of Machine Learning in Volatility: A Review Using K-Means;Revista Universidad y Empresa;2023-06-23
2. Classification and Optimization of Basketball Players’ Training Effect Based on Particle Swarm Optimization;Journal of Healthcare Engineering;2022-01-12
3. Using regime-switching models in Sharia-compliant stocks: performance assessment of investors with discriminated risk-appetite;Nankai Business Review International;2021-06-25
4. On the computational estimation of high order GARCH model;Mathematical Modeling and Computing;2021
5. Modeling of EHD inkjet printing performance using soft computing-based approaches;Soft Computing;2019-07-05
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