Almost exact risk budgeting with return forecasts for portfolio allocation

被引:0
|
作者
Bhardwaj, Avinash [1 ,2 ]
Hanawal, Manjesh K. [1 ]
Parthasarathy, Purushottam [1 ,3 ]
机构
[1] Indian Inst Technol, Dept Ind Engn & Operat Res, Mumbai 400076, Maharashtra, India
[2] Indian Inst Technol, Dept Mech Engn, Mumbai 400076, Maharashtra, India
[3] JP Morgan India Pvt Ltd, Bengaluru 560087, Karnataka, India
关键词
Risk parity; Portfolio optimization; Risk budgeting; Portfolio allocation; Asset allocation; PARITY;
D O I
10.1016/j.orl.2023.02.002
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
We revisit the portfolio allocation problem with designated risk-budget. We generalize the problem of arbitrary risk budgets with unequal correlations to one that includes return forecasts and transaction costs while keeping the no-shorting constraint. We offer a convex second order cone formulation that scales well with the number of assets and explore solutions to problem variants -on equity-bond asset allocation problems as well as formulating portfolios using index constituents from the NASDAQ100 index, illustrating the benefits of this approach. (c) 2023 Elsevier B.V. All rights reserved.
引用
收藏
页码:171 / 175
页数:5
相关论文
共 50 条
  • [31] An optimal risk - return portfolio of Islamic banks
    Ismal, Rifki
    [J]. HUMANOMICS, 2014, 30 (04) : 286 - 303
  • [32] Bayesian network models of portfolio risk and return
    Shenoy, C
    Shenoy, PP
    [J]. COMPUTATIONAL FINANCE 1999, 2000, : 87 - 106
  • [33] LEAST SQUARES FORECASTS AND ALLOCATION UNDER RISK
    HEIFNER, RG
    [J]. ECONOMETRICA, 1968, 36 (5S) : 92 - &
  • [34] Time-varying risk and return characteristics of US and European bond markets: Implications for efficient portfolio allocation
    Philip J Young
    Thomas H Payne
    Robert R Johnson
    [J]. Journal of Asset Management, 2007, 8 (5) : 337 - 350
  • [35] Time-varying risk and return characteristics of US and European bond markets: Implications for efficient portfolio allocation
    Young, Philip J.
    Payne, Thomas H.
    Johnson, Robert R.
    [J]. JOURNAL OF ASSET MANAGEMENT, 2007, 8 (05) : 337 - 350
  • [36] End-to-end risk budgeting portfolio optimization with neural networks
    Uysal, A. Sinem
    Li, Xiaoyue
    Mulvey, John M.
    [J]. ANNALS OF OPERATIONS RESEARCH, 2024, 339 (1-2) : 397 - 426
  • [37] An asymmetric PROMETHEE II for cryptocurrency portfolio allocation based on return prediction
    Zolfani, Sarfaraz Hashemkhani
    Taheri, Hassan Mehtari
    Gharehgozlou, Mahmoud
    Farahani, Alireza
    [J]. APPLIED SOFT COMPUTING, 2022, 131
  • [38] Robust portfolio asset allocation and risk measures
    Scutella, Maria Grazia
    Recchia, Raffaella
    [J]. 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2010, 8 (02): : 113 - 139
  • [39] The role of entrepreneurial risk in financial portfolio allocation
    Gurley-Calvez, Tami
    Lugovskyy, Josephine
    [J]. SMALL BUSINESS ECONOMICS, 2019, 53 (04) : 839 - 858
  • [40] Robust portfolio asset allocation and risk measures
    Scutella, Maria Grazia
    Recchia, Raffaella
    [J]. ANNALS OF OPERATIONS RESEARCH, 2013, 204 (01) : 145 - 169