Martingales, nonlinearity, and chaos

被引:91
作者
Barnett, WA
Serletis, A
机构
[1] Washington Univ, Dept Econ, St Louis, MO 63130 USA
[2] Univ Calgary, Dept Econ, Calgary, AB T2N 1N4, Canada
关键词
efficient markets hypothesis; chaotic dynamics;
D O I
10.1016/S0165-1889(99)00023-8
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this article we provide a review of the literature with respect to the efficient markets hypothesis and chaos. In doing so, we contrast the martingale behavior of asset prices to nonlinear chaotic dynamics, discuss some recent techniques used in distinguishing between probabilistic and deterministic behavior in asset prices, and report some evidence. Moreover, we look at the controversies that have arisen about the available tests and results, and raise the issue of whether dynamical systems theory is practical in finance. (C) 2000 Elsevier Science B.V. All rights reserved. JEL classification: C22; G14.
引用
收藏
页码:703 / 724
页数:22
相关论文
共 59 条
[31]   MODELING NONLINEAR RELATIONSHIPS BETWEEN EXTENDED-MEMORY VARIABLES [J].
GRANGER, CWJ .
ECONOMETRICA, 1995, 63 (02) :265-279
[32]   CHARACTERIZATION OF STRANGE ATTRACTORS [J].
GRASSBERGER, P ;
PROCACCIA, I .
PHYSICAL REVIEW LETTERS, 1983, 50 (05) :346-349
[33]  
Hinich MJ., 1982, J TIME A, V3, P169, DOI [DOI 10.1111/J.1467-9892.1982.TB00339.X, 10.1111/j.1467-9892.1982.tb00339.x]
[34]  
HINICH MJ, 1989, EC COMPLEXITY CHAOS
[35]   CHAOS AND NONLINEAR DYNAMICS - APPLICATION TO FINANCIAL-MARKETS [J].
HSIEH, DA .
JOURNAL OF FINANCE, 1991, 46 (05) :1839-1877
[36]   EXCEPTIONAL EVENTS AS EVIDENCE FOR DETERMINISM [J].
KAPLAN, DT .
PHYSICA D, 1994, 73 (1-2) :38-48
[37]   TAIL ESTIMATES OF EAST EUROPEAN EXCHANGE-RATES [J].
KOEDIJK, KG ;
KOOL, CJM .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1992, 10 (01) :83-96
[38]   TESTING FOR NEGLECTED NONLINEARITY IN TIME-SERIES MODELS - A COMPARISON OF NEURAL NETWORK METHODS AND ALTERNATIVE TESTS [J].
LEE, TH ;
WHITE, H ;
GRANGER, CWJ .
JOURNAL OF ECONOMETRICS, 1993, 56 (03) :269-290
[39]  
LEROY SF, 1989, J ECON LIT, V27, P1583
[40]   Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test [J].
Lo, Andrew W. ;
MacKinlay, A. Craig .
REVIEW OF FINANCIAL STUDIES, 1988, 1 (01) :41-66