On testing for nonlinear dependence and chaos in financial time series data

被引:0
作者
Cecen, A [1 ]
Ugur, A [1 ]
机构
[1] Cent Michigan Univ, Dept Econ, Mt Pleasant, MI 48859 USA
来源
INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS | 2005年
关键词
BDSL test; chaos; correlation dimension; Lyapunov exponents; self similarity;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper is aimed at highlighting some of the pitfalls of empirical analysis in complex dynamics. Two examples of high frequency financial time series data analysis are provided in order to investigate the characteristics of the data generating processes involved and to illustrate the difficulties encountered in numerical analyses.
引用
收藏
页码:203 / 208
页数:6
相关论文
共 23 条
[1]   NONLINEAR DYNAMICS IN REAL-TIME EQUITY MARKET INDEXES - EVIDENCE FROM THE UNITED-KINGDOM [J].
ABHYANKAR, A ;
COPELAND, LS ;
WONG, W .
ECONOMIC JOURNAL, 1995, 105 (431) :864-880
[2]  
ALLIGOOD KT, 1997, INTRO DYNAMICS SYSTE
[3]   LINEAR VERSUS NONLINEAR MACROECONOMIES - A STATISTICAL TEST [J].
ASHLEY, RA ;
PATTERSON, DM .
INTERNATIONAL ECONOMIC REVIEW, 1989, 30 (03) :685-704
[4]   INTRADAY AND INTER-MARKET VOLATILITY IN FOREIGN-EXCHANGE RATES [J].
BAILLIE, RT ;
BOLLERSLEV, T .
REVIEW OF ECONOMIC STUDIES, 1991, 58 (03) :565-585
[5]  
BAILLIE TR, 2004, J INT FINANCIAL MARK, V14, P401
[6]  
BAILLIE TR, 2000, MULTINATIONAL FINANC, V4, P247
[7]   CHAOTIC BEHAVIOR IN EXCHANGE-RATE SERIES - 1ST RESULTS FOR THE PESETA-UNITED-STATES DOLLAR CASE [J].
BAJORUBIO, O ;
FERNANDEZRODRIGUEZ, F ;
SOSVILLARIVERO, S .
ECONOMICS LETTERS, 1992, 39 (02) :207-211
[8]   CHAOS - SIGNIFICANCE, MECHANISM, AND ECONOMIC APPLICATIONS [J].
BAUMOL, WJ ;
BENHABIB, J .
JOURNAL OF ECONOMIC PERSPECTIVES, 1989, 3 (01) :77-105
[9]  
BROCK WA, 1986, J ECON THEORY, V40, P68
[10]  
Broock WA., 1996, ECONOMET REV, V15, P197, DOI [DOI 10.1080/07474939608800353, DOI 10.1080/2F07474939608800353.NUME]