Integer-valued Levy processes and low latency financial econometrics

被引:39
作者
Barndorff-Nielsen, Ole E. [2 ,3 ]
Pollard, David G. [4 ]
Shephard, Neil [1 ,5 ,6 ]
机构
[1] Univ Oxford Nuffield Coll, Oxford OX1 1NF, England
[2] Univ Aarhus, Dept Math Sci, TN Thiele Ctr Math Nat Sci, DK-8000 Aarhus C, Denmark
[3] Univ Aarhus, CREATES, DK-8000 Aarhus C, Denmark
[4] Pollards Et Filles Ltd, Reading RG4 8UE, Berks, England
[5] Univ Oxford, Dept Econ, Oxford, England
[6] Univ Oxford, Oxford Man Inst, Oxford, England
关键词
Futures markets; High frequency econometrics; Low latency data; Negative binomial; Skellam; Tempered stable; ASSET PRICES; MODEL; VOLATILITY; RETURNS;
D O I
10.1080/14697688.2012.664935
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Motivated by features of low latency data in financial econometrics we study in detail integer-valued Levy processes as the basis of price processes for high-frequency econometrics. We propose using models built out of the difference of two subordinators. We apply these models in practice to low latency data for a variety of different types of futures contracts.
引用
收藏
页码:587 / 605
页数:19
相关论文
共 64 条
  • [1] Abramowitz M., 1970, HDB MATH FUNCTIONS
  • [2] Alzaid AA, 2010, B MALAYS MATH SCI SO, V33, P17
  • [3] The distribution of realized exchange rate volatility
    Andersen, TG
    Bollerslev, T
    Diebold, FX
    Labys, P
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2001, 96 (453) : 42 - 55
  • [4] [Anonymous], METRIKA
  • [5] [Anonymous], INFORM LOSS VO UNPUB
  • [6] High-frequency trading in a limit order book
    Avellaneda, Marco
    Stoikov, Sasha
    [J]. QUANTITATIVE FINANCE, 2008, 8 (03) : 217 - 224
  • [7] Bacry E., 2011, MODELLING MICR UNPUB
  • [8] Barndorff-Nielsen O.E., 2009, Volatility and Time Series Econometrics: Essays in Honor of Robert F. Engle, P117
  • [9] Barndorff-Nielsen O. E., 2010, CHANGE TIME CHANGE M
  • [10] Impact of jumps on returns and realised variances: econometric analysis of time-deformed Levy processes
    Barndorff-Nielsen, OE
    Shephard, N
    [J]. JOURNAL OF ECONOMETRICS, 2006, 131 (1-2) : 217 - 252