The profitability of trading on large Levy jumps

被引:1
|
作者
Chan, Kam Fong [1 ]
Gray, Phil [2 ]
Pan, Zheyao [3 ]
机构
[1] Univ Western Australia, UWA Business Sch, Perth, WA, Australia
[2] Monash Univ, Monash Business Sch, Dept Banking & Finance, Clayton, Vic, Australia
[3] Macquarie Univ, Macquarie Business Sch, Dept Appl Finance, Room 737,Bldg 4ER,Macquarie Pk, Sydney, NSW, Australia
关键词
high-frequency trading; jump trading strategy; Levy jumps; STOCK-PRICES; RETURNS; DIFFUSION; COMPONENTS; FOREIGN; MODEL; RISK;
D O I
10.1111/irfi.12279
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
While past research has studied the profitability of trading based on jump signals, the notion of differentiating between jumps according to their magnitude has received relatively little attention. We utilize the approach of Lee and Hannig (2010) to identify Levy jumps and classify them as small and large. The empirical analysis shows that the arrival of large Levy jumps provides a strong trading signal in five major equity markets. In contrast, the signal from small Levy jumps is negligible.
引用
收藏
页码:627 / 635
页数:9
相关论文
共 50 条
  • [1] PROFITABILITY OF TRADING IN THE DIRECTION OF ASSET PRICE JUMPS - ANALYSIS OF MULTIPLE ASSETS AND FREQUENCIES
    Ficura, Milan
    [J]. PRAGUE ECONOMIC PAPERS, 2019, 28 (04): : 385 - 401
  • [2] Inference of Evolutionary Jumps in Large Phylogenies using Levy Processes
    Duchen, Pablo
    Leuenberger, Christoph
    Szilagyi, Sandor M.
    Harmon, Luke
    Eastman, Jonathan
    Schweizer, Manuel
    Wegmann, Daniel
    [J]. SYSTEMATIC BIOLOGY, 2017, 66 (06) : 950 - 963
  • [3] Estimates of densities for Levy processes with lower intensity of large jumps
    Sztonyk, Pawel
    [J]. MATHEMATISCHE NACHRICHTEN, 2017, 290 (01) : 120 - 141
  • [4] Understanding the Levy ratchets in terms of Levy jumps
    Ibanez, S. A.
    Risau-Gusman, S.
    Bouzat, S.
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2013,
  • [5] Algorithmic trading: Intraday profitability and trading behavior
    Arumugam, Devika
    [J]. ECONOMIC MODELLING, 2023, 128
  • [6] Exponential Functionals of Levy Processes with Jumps
    Behme, Anita
    [J]. ALEA-LATIN AMERICAN JOURNAL OF PROBABILITY AND MATHEMATICAL STATISTICS, 2015, 12 (01): : 375 - 397
  • [7] Stochastic mutualism model with Levy jumps
    Liu, Qun
    Jiang, Daqing
    Shi, Ningzhong
    Hayat, Tasawar
    Alsaedi, Ahmed
    [J]. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2017, 43 : 78 - 90
  • [8] PREFERENCES, LEVY JUMPS AND OPTION PRICING
    Ma, Chenghu
    [J]. ANNALS OF FINANCIAL ECONOMICS, 2007, 3 (01)
  • [9] A large deviation principle for the normalized excursion of an α-stable Levy process without negative jumps
    Dort, Leo
    Goldschmidt, Christina
    Miermont, Gregory
    [J]. ALEA-LATIN AMERICAN JOURNAL OF PROBABILITY AND MATHEMATICAL STATISTICS, 2024, 21 : 1625 - 1653
  • [10] Profitability of insider trading in Turkey
    Avci, S. Burcu
    [J]. EUROPEAN JOURNAL OF FINANCE, 2024, 30 (06): : 549 - 574