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
[41]   THE VARIATION OF CERTAIN SPECULATIVE PRICES [J].
MANDELBROT, B .
JOURNAL OF BUSINESS, 1963, 36 (04) :394-419
[42]   ESTIMATING THE LYAPUNOV EXPONENT OF A CHAOTIC SYSTEM WITH NONPARAMETRIC REGRESSION [J].
MCCAFFREY, DF ;
ELLNER, S ;
GALLANT, AR ;
NYCHKA, DW .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1992, 87 (419) :682-695
[43]   TRENDS AND RANDOM-WALKS IN MACROECONOMIC TIME-SERIES - SOME EVIDENCE AND IMPLICATIONS [J].
NELSON, CR ;
PLOSSER, CI .
JOURNAL OF MONETARY ECONOMICS, 1982, 10 (02) :139-162
[44]  
NYCHKA D, 1992, J ROY STAT SOC B MET, V54, P399
[45]   THE GREAT CRASH, THE OIL PRICE SHOCK, AND THE UNIT-ROOT HYPOTHESIS [J].
PERRON, P .
ECONOMETRICA, 1989, 57 (06) :1361-1401
[46]   MEAN REVERSION IN STOCK-PRICES - EVIDENCE AND IMPLICATIONS [J].
POTERBA, JM ;
SUMMERS, LH .
JOURNAL OF FINANCIAL ECONOMICS, 1988, 22 (01) :27-59
[47]  
Radunskaya A., 1994, Econ. Theory, V4, P765, DOI [10.1007/BF01212029, DOI 10.1007/BF01212029]
[48]   THE STATISTICAL PROPERTIES OF DIMENSION CALCULATIONS USING SMALL DATA SETS - SOME ECONOMIC APPLICATIONS [J].
RAMSEY, JB ;
SAYERS, CL ;
ROTHMAN, P .
INTERNATIONAL ECONOMIC REVIEW, 1990, 31 (04) :991-1020
[49]   NONLINEAR MONETARY DYNAMICS - COMMENT [J].
RAMSEY, JB ;
ROTHMAN, P .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1994, 12 (01) :135-136
[50]   THE BERNARD,CLAUDE LECTURE, 1989 DETERMINISTIC CHAOS - THE SCIENCE AND THE FICTION [J].
RUELLE, D .
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1990, 427 (1873) :241-248