The Conditional Dependence Analysis Based on Copula-EGARCH-Kernel Density Estimation Model

被引:0
|
作者
Li Weizhen [1 ]
Li Shushan [1 ]
Hou Fei [1 ]
机构
[1] SUST, Coll Informat Sci & Engn, Qingdao 266510, Shandong, Peoples R China
关键词
Copula-EGARCH model; Kernel density estimation; Conditional dependence;
D O I
暂无
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, kernel density estimation method is used to improve Copula-EGARCH-GED model, this new model is named as Copula-EGARCH-kernel density estimation model. We make conditional dependence analysis for the Shanghai and Shenzhen Stock market index, the results show that this new model is an effective tool for conditional dependence analysis in Chinese stock markets.
引用
下载
收藏
页码:574 / 578
页数:5
相关论文
共 50 条
  • [21] Trajectory Learning and Analysis Based on Kernel Density Estimation
    Zhou, Jianying
    Wang, Kunfeng
    Tang, Shuming
    Wang, Fei-Yue
    2009 12TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC 2009), 2009, : 178 - 183
  • [22] Semiparametric estimation and model selection for conditional mixture copula models
    Liu, Guannan
    Long, Wei
    Yang, Bingduo
    Cai, Zongwu
    SCANDINAVIAN JOURNAL OF STATISTICS, 2022, 49 (01) : 287 - 330
  • [23] Conditional dependence of US and EU sovereign CDS: A time-varying copula-based estimation
    Atil, Ahmed
    Bradford, Marc
    Elmarzougui, Abdelaziz
    Lahiani, Amine
    FINANCE RESEARCH LETTERS, 2016, 19 : 42 - 53
  • [24] Conditional kernel density estimation for some incomplete data models
    Yan, Ting
    Qu, Liangqiang
    Li, Zhaohai
    Yuan, Ao
    ELECTRONIC JOURNAL OF STATISTICS, 2018, 12 (01): : 1299 - 1329
  • [25] Kernel estimation of conditional density with truncated, censored and dependent data
    Liang, Han-Ying
    Liu, Ai-Ai
    JOURNAL OF MULTIVARIATE ANALYSIS, 2013, 120 : 40 - 58
  • [26] An Air Traffic Prediction Model based on Kernel Density Estimation
    Cao, Yi
    Zhang, Lingsong
    Sun, Dengfeng
    2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 6333 - 6338
  • [27] A kernel-based measure for conditional mean dependence
    Lai, Tingyu
    Zhang, Zhongzhan
    Wang, Yafei
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 160
  • [28] Recursive kernel estimation of the density under η-weak dependence
    Kenza Assia Mezhoud
    Zaher Mohdeb
    Sana Louhichi
    Journal of the Korean Statistical Society, 2014, 43 : 403 - 414
  • [29] GENERATIVE MODEL WITH KERNEL DENSITY ESTIMATION
    Tan, Jing
    Yin, Sixing
    Zhao, Shuo
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC), 2018, : 304 - 308
  • [30] The Kernel Density Estimation of Nonparametric Model
    Nong, Jifu
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1173 - 1177