Time-Varying Risk Aversion and Dynamic Portfolio Allocation

被引:10
|
作者
Li, Haitao [1 ]
Wu, Chongfeng [2 ]
Zhou, Chunyang [2 ]
机构
[1] Cheung Kong Grad Sch Business, Beijing 100738, Peoples R China
[2] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200030, Peoples R China
基金
中国国家自然科学基金;
关键词
dynamic portfolio allocation; regime-dependent risk aversion; regime-switching model; INTERNATIONAL ASSET ALLOCATION; STOCK RETURNS; VOLATILITY; SELECTION; UNCERTAINTY; CONSUMPTION; PERFORMANCE; REGIMES; MODEL; INDEX;
D O I
10.1287/opre.2020.2095
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We study the implications of time-varying risk aversion for dynamic portfolio allocation under the framework of regime-switching models. In our model, both asset returns and investor risk aversion are regime dependent: In a bull regime, asset return is high, volatility is low, and risk aversion is low, and the opposite happens in a bear regime. We develop an efficient dynamic programming algorithm that overcomes the challenges imposed by regime-dependent preference in obtaining time-consistent portfolio policies. Empirically, we show that CBOE Volatility Index (VIX) is an important predictor of regime shifts and investors with regime-dependent risk aversion achieve better investment performance than those with constant risk aversion.
引用
收藏
页码:23 / 37
页数:16
相关论文
共 50 条
  • [41] Portfolio selection: shrinking the time-varying inverse conditional covariance matrix
    Sun, Ruili
    Ma, Tiefeng
    Liu, Shuangzhe
    STATISTICAL PAPERS, 2020, 61 (06) : 2583 - 2604
  • [42] Dynamic information acquisition and time-varying uncertainty
    Cai, Zhifeng
    JOURNAL OF ECONOMIC THEORY, 2019, 184
  • [43] Why does the Fed move markets so much? A model of monetary policy and time-varying risk aversion
    Pflueger, Carolin
    Rinaldi, Gianluca
    JOURNAL OF FINANCIAL ECONOMICS, 2022, 146 (01) : 71 - 89
  • [44] Household risk aversion and portfolio choices
    Zhang, Weiwei
    MATHEMATICS AND FINANCIAL ECONOMICS, 2017, 11 (03) : 369 - 381
  • [45] Allocation of portfolio risk and outside options
    Hiller, Tobias
    MANAGERIAL AND DECISION ECONOMICS, 2022, 43 (07) : 2845 - 2848
  • [46] Time-varying risk analysis for commodity futures
    Rehman, Mobeen Ur
    Owusu Junior, Peterson
    Ahmad, Nasir
    Vo, Xuan Vinh
    RESOURCES POLICY, 2022, 78
  • [47] Time-varying uncertainty and variance risk premium
    Ruan, Xinfeng
    Zhang, Jin E.
    JOURNAL OF MACROECONOMICS, 2021, 69
  • [48] Time-Varying Risk Attitude and Conditional Skewness
    Liu, Zhifeng
    Zhang, Tingting
    Wen, Fenghua
    ABSTRACT AND APPLIED ANALYSIS, 2014,
  • [49] Time-varying inflation risk and stock returns
    Boons, Martijn
    Duarte, Fernando
    de Roon, Frans
    Szymanowska, Marta
    JOURNAL OF FINANCIAL ECONOMICS, 2020, 136 (02) : 444 - 470
  • [50] News, disaster risk, and time-varying uncertainty
    Shen, Wenyi
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2015, 51 : 459 - 479