Covariance stationary GARCH-family models with long memory property

被引:0
|
作者
O. Lee
H. M. Kim
机构
[1] Ewha University,Department of Statistics
关键词
D O I
暂无
中图分类号
学科分类号
摘要
We propose simple models which extend GARCH model and find regions of coefficients on which the given process is nonnegative covariance stationary and has long memory property.
引用
收藏
页码:29 / 35
页数:6
相关论文
共 50 条
  • [1] Covariance stationary GARCH-family models with long memory property
    Lee, O.
    Kim, H. M.
    [J]. JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2008, 37 (01) : 29 - 35
  • [2] Variational Inference for GARCH-family Models
    Magris, Martin
    Iosifidis, Alexandros
    [J]. PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023, 2023, : 541 - 548
  • [3] Hybrid deep learning and GARCH-family models for forecasting volatility of cryptocurrencies
    Amirshahi, Bahareh
    Lahmiri, Salim
    [J]. MACHINE LEARNING WITH APPLICATIONS, 2023, 12
  • [4] Identification of long memory in GARCH models
    Massimiliano Caporin
    [J]. Statistical Methods and Applications, 2003, 12 (2) : 133 - 151
  • [5] Periodic Long-Memory GARCH Models
    Bordignon, Silvano
    Caporin, Massimiliano
    Lisi, Francesco
    [J]. ECONOMETRIC REVIEWS, 2009, 28 (1-3) : 60 - 82
  • [6] Misspecification tests for periodic long memory GARCH models
    Massimiliano Caporin
    Francesco Lisi
    [J]. Statistical Methods and Applications, 2010, 19 : 47 - 62
  • [7] Misspecification tests for periodic long memory GARCH models
    Caporin, Massimiliano
    Lisi, Francesco
    [J]. STATISTICAL METHODS AND APPLICATIONS, 2010, 19 (01): : 47 - 62
  • [8] Adaptive estimators and tests of stationary and nonstationary short- and long-memory ARFIMA-GARCH models
    Ling, SQ
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2003, 98 (464) : 955 - 967
  • [9] A Garlic-Price-Prediction Approach Based on Combined LSTM and GARCH-Family Model
    Wang, Yan
    Liu, Pingzeng
    Zhu, Ke
    Liu, Lining
    Zhang, Yan
    Xu, Guangli
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (22):
  • [10] ON MIXTURE MEMORY GARCH MODELS
    Li, Muyi
    Li, Wai Keung
    Li, Guodong
    [J]. JOURNAL OF TIME SERIES ANALYSIS, 2013, 34 (06) : 606 - 624