Detecting differences between delay vector distributions

被引:98
作者
Diks, C
vanZwet, WR
Takens, F
DeGoede, J
机构
[1] LEIDEN UNIV,DEPT MATH & COMP SCI,2300 RA LEIDEN,NETHERLANDS
[2] UNIV GRONINGEN,DEPT MATH,9700 AV GRONINGEN,NETHERLANDS
来源
PHYSICAL REVIEW E | 1996年 / 53卷 / 03期
关键词
D O I
10.1103/PhysRevE.53.2169
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We propose a test for the null hypothesis that two sets of vectors are drawn from the same multidimensional probability distribution. The application to delay vector distributions provides a test for the null hypothesis that two time series have been generated by the same mechanism.
引用
收藏
页码:2169 / 2176
页数:8
相关论文
共 11 条
[1]   2-SAMPLE TEST STATISTICS FOR MEASURING DISCREPANCIES BETWEEN 2 MULTIVARIATE PROBABILITY DENSITY-FUNCTIONS USING KERNEL-BASED DENSITY ESTIMATES [J].
ANDERSON, NH ;
HALL, P ;
TITTERINGTON, DM .
JOURNAL OF MULTIVARIATE ANALYSIS, 1994, 50 (01) :41-54
[2]   REVERSIBILITY AS A CRITERION FOR DISCRIMINATING TIME-SERIES [J].
DIKS, C ;
VANHOUWELINGEN, JC ;
TAKENS, F ;
DEGOEDE, J .
PHYSICS LETTERS A, 1995, 201 (2-3) :221-228
[3]   INDEPENDENT COORDINATES FOR STRANGE ATTRACTORS FROM MUTUAL INFORMATION [J].
FRASER, AM ;
SWINNEY, HL .
PHYSICAL REVIEW A, 1986, 33 (02) :1134-1140
[4]   NONLINEAR TIME SEQUENCE ANALYSIS [J].
Grassberger, Peter ;
Schreiber, Thomas ;
Schaffrath, Carsten .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1991, 1 (03) :521-547
[5]   QUANTIFYING THE CLOSENESS OF FRACTAL MEASURES [J].
KANTZ, H .
PHYSICAL REVIEW E, 1994, 49 (06) :5091-5097
[6]   THE 3-SIGMA-RULE [J].
PUKELSHEIM, F .
AMERICAN STATISTICIAN, 1994, 48 (02) :88-91
[7]   STATISTICAL PRECISION OF DIMENSION ESTIMATORS [J].
THEILER, J .
PHYSICAL REVIEW A, 1990, 41 (06) :3038-3051
[8]   SPURIOUS DIMENSION FROM CORRELATION ALGORITHMS APPLIED TO LIMITED TIME-SERIES DATA [J].
THEILER, J .
PHYSICAL REVIEW A, 1986, 34 (03) :2427-2432
[9]  
THEILER J, 1992, NONLINEAR MODELING F
[10]  
VANZWET WR, 1984, Z WAHRSCHEINLICHKEIT, V66, P425