The time-varying GARCH-in-mean model

被引:6
|
作者
Dias, Gustavo Fruet [1 ,2 ]
机构
[1] CREATES, Fuglesangs Alle 4, DK-8210 Aarhus V, Denmark
[2] Aarhus Univ, Fuglesangs Alle 4, DK-8210 Aarhus V, Denmark
基金
新加坡国家研究基金会;
关键词
Risk-return tradeoff; Time-varying coefficients; Iterative estimators; GARCH-type models;
D O I
10.1016/j.econlet.2017.06.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
I propose an estimation strategy for the stochastic time-varying risk premium parameter in the context of a time-varying GARCH-in-mean (TVGARCH-in-mean) model. A Monte Carlo study shows that the proposed algorithm has good finite sample properties. Using monthly excess returns on the CRSP index, I document that the risk premium parameter is indeed time-varying and shows high degree of persistence. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:129 / 132
页数:4
相关论文
共 50 条
  • [21] A nowcasting model for Ecuador: Implementing a time-varying mean output growth
    Gonzalez-Astudillo, Manuel
    Baquero, Daniel
    [J]. ECONOMIC MODELLING, 2019, 82 : 250 - 263
  • [22] Model selection and change detection for a time-varying mean in process monitoring
    Burr, Tom
    Hamada, Michael S.
    Ticknor, Larry
    Weaver, Brian
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2014, 751 : 79 - 87
  • [23] QMLE for Periodic Time-Varying Asymmetric log GARCH Models
    Ghezal, Ahmed
    [J]. COMMUNICATIONS IN MATHEMATICS AND STATISTICS, 2021, 9 (03) : 273 - 297
  • [24] Asymptotics of Cholesky GARCH models and time-varying conditional betas
    Darolles, Serge
    Francq, Christian
    Laurent, Sebastien
    [J]. JOURNAL OF ECONOMETRICS, 2018, 204 (02) : 223 - 247
  • [25] QMLE of periodic time-varying bilinear- GARCH models
    Bibi, Abdelouahab
    Ghezal, Ahmed
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 48 (13) : 3291 - 3310
  • [26] Specification and testing of multiplicative time-varying GARCH models with applications
    Amado, Cristina
    Terasvirta, Timo
    [J]. ECONOMETRIC REVIEWS, 2017, 36 (04) : 421 - 446
  • [27] TESTS OF THE CAPM WITH TIME-VARYING COVARIANCES - A MULTIVARIATE GARCH APPROACH
    NG, LL
    [J]. JOURNAL OF FINANCE, 1991, 46 (04): : 1507 - 1521
  • [28] An impulse-response function for a vector autoregression with multivariate GARCH-in-mean
    Elder, J
    [J]. ECONOMICS LETTERS, 2003, 79 (01) : 21 - 26
  • [29] Fractionally integrated time varying GARCH model
    Adnen Ben Nasr
    Mohamed Boutahar
    Abdelwahed Trabelsi
    [J]. Statistical Methods & Applications, 2010, 19 : 399 - 430
  • [30] A Component GARCH Model with Time Varying Weights
    Bauwens, Luc
    Storti, Giuseppe
    [J]. STUDIES IN NONLINEAR DYNAMICS AND ECONOMETRICS, 2009, 13 (02):