Does the singular value decomposition entropy have predictive power for stock market? - Evidence from the Shenzhen stock market

被引:32
作者
Gu, Rongbao [1 ]
Xiong, Wei [1 ]
Li, Xinjie [1 ]
机构
[1] Nanjing Univ Finance & Econ, Sch Finance, Nanjing 210046, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Stock market; Prediction; Singular value decomposition; Entropy; Structural break; LONG-RANGE DEPENDENCE; HURST EXPONENT; INFORMATIONAL EFFICIENCY; PERMUTATION ENTROPY; RANKING EFFICIENCY; CAPITAL-MARKETS; EQUITY MARKETS; MULTIFRACTALITY; BEHAVIOR; TIME;
D O I
10.1016/j.physa.2015.07.028
中图分类号
O4 [物理学];
学科分类号
070305 [高分子化学与物理];
摘要
This paper analyzes the predictive ability of the singular value decomposition entropy for the Shenzhen Component Index based on different scales. It is found that, the predictive ability of the entropy for the index is affected by the width of moving time windows and the structural break in stock market. By moving time windows with one year, the predictive power of singular value decomposition entropy of Shenzhen stock market for its component index is found after the reform of non-tradable shares. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:103 / 113
页数:11
相关论文
共 71 条
[1]
A multiscale entropy approach for market efficiency [J].
Alvarez-Ramirez, Jose ;
Rodriguez, Eduardo ;
Alvarez, Jesus .
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2012, 21 :64-69
[2]
Is the US stock market becoming weakly efficient over time? Evidence from 80-year-long data [J].
Alvarez-Ramirez, Jose ;
Rodriguez, Eduardo ;
Espinosa-Paredes, Gilberto .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (22) :5643-5647
[3]
A multifractal detrended fluctuation analysis of trading behavior of individual and institutional traders in Tehran stock market [J].
Bolgorian, Meysam ;
Raei, Reza .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (21-22) :3815-3825
[4]
Cajueiro D., 2006, Economic Systems, V30, P56, DOI DOI 10.1016/J.ECOSYS.2005.09.003
[5]
Multifractality and herding behavior in the Japanese stock market [J].
Cajueiro, Daniel O. ;
Tabak, Benjamin M. .
CHAOS SOLITONS & FRACTALS, 2009, 40 (01) :497-504
[6]
Periodic market closures and the long-range dependence phenomena in the Brazilian equity market [J].
Cajueiro, DO ;
Tabak, BM ;
Souza, NA .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 351 (2-4) :512-522
[7]
Testing for time-varying long-range dependence in volatility for emerging markets [J].
Cajueiro, DO ;
Tabak, BM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 346 (3-4) :577-588
[8]
Evidence of long range dependence in Asian equity markets: the role of liquidity and market restrictions [J].
Cajueiro, DO ;
Tabak, BM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 342 (3-4) :656-664
[9]
Ranking efficiency for emerging equity markets II [J].
Cajueiro, DO ;
Tabak, BM .
CHAOS SOLITONS & FRACTALS, 2005, 23 (02) :671-675
[10]
Ranking efficiency for emerging markets [J].
Cajueiro, DO ;
Tabak, BM .
CHAOS SOLITONS & FRACTALS, 2004, 22 (02) :349-352