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
  • [1] Semiparametric inference in a GARCH-in-mean model
    Christensen, Bent Jesper
    Dahl, Christian M.
    Iglesias, Emma M.
    [J]. JOURNAL OF ECONOMETRICS, 2012, 167 (02) : 458 - 472
  • [2] An Alternative GARCH-in-Mean Model: Structure and Estimation
    Zhang, Xingfa
    Wong, Heung
    Li, Yuan
    Ip, Wai-Cheung
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2013, 42 (10) : 1821 - 1838
  • [3] Artificial regression testing in the GARCH-in-mean model
    Lucchetti, R
    Rossi, E
    [J]. ECONOMETRICS JOURNAL, 2005, 8 (03): : 306 - 322
  • [4] Nonparametric estimation of a time-varying GARCH model
    Rohan, Neelabh
    Ramanathan, T. V.
    [J]. JOURNAL OF NONPARAMETRIC STATISTICS, 2013, 25 (01) : 33 - 52
  • [5] The Risk-Return Relationship in Crude Oil Markets during COVID-19 Pandemic: Evidence from Time-Varying Coefficient GARCH-in-Mean Model
    Hongsakulvasu, Napon
    Liammukda, Asama
    [J]. JOURNAL OF ASIAN FINANCE ECONOMICS AND BUSINESS, 2020, 7 (10): : 63 - 71
  • [6] Time dependence and moments of a family of time-varying parameter GARCH in mean models
    Arvanitis, S
    Demos, A
    [J]. JOURNAL OF TIME SERIES ANALYSIS, 2004, 25 (01) : 1 - 25
  • [7] On the Transmission of Memory in Garch-in-Mean Models
    Conrad, Christian
    Karanasos, Menelaos
    [J]. JOURNAL OF TIME SERIES ANALYSIS, 2015, 36 (05) : 706 - 720
  • [8] Asymptotics for parametric GARCH-in-Mean models
    Conrad, Christian
    Mammen, Enno
    [J]. JOURNAL OF ECONOMETRICS, 2016, 194 (02) : 319 - 329
  • [9] The Lucas hypothesis on monetary shocks: evidence from a GARCH-in-mean model
    Rahman, Sajjadur
    [J]. EMPIRICAL ECONOMICS, 2018, 54 (04) : 1411 - 1450
  • [10] The Lucas hypothesis on monetary shocks: evidence from a GARCH-in-mean model
    Sajjadur Rahman
    [J]. Empirical Economics, 2018, 54 : 1411 - 1450