Fractional integration in daily stock market indices at Jordan's Amman stock exchange

被引:10
作者
Al-Shboul, Mohammad [1 ]
Anwar, Sajid [2 ,3 ,4 ]
机构
[1] Univ Sharjah, Coll Business Adm, Dept Finance & Econ, Sharjah 27272, U Arab Emirates
[2] Univ Sunshine Coast, Sch Business, Maroochydore, Qld 4558, Australia
[3] Univ South Australia, Sch Commerce, Adelaide, SA 8001, Australia
[4] Shanghai Lixin Univ Commerce, Shanghai, Peoples R China
关键词
Fractional integration; Local whittle; Efficient market hypothesis; Random walk; Log-periodogram; Jordan; LOCAL WHITTLE ESTIMATION; LONG MEMORY PROCESSES; STRUCTURAL BREAKS; UNIT-ROOT; TIME-SERIES; VOLATILITY PERSISTENCE; BEHAVIOR; SPILLOVERS; EFFICIENT; RETURNS;
D O I
10.1016/j.najef.2016.03.005
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Using daily data on five sectoral indices from 2006 to 2014, this paper aims to investigate the possibility of fractional integration in sectoral returns (and their volatility measures) at Jordan's Amman stock exchange (ASE). Empirical analysis, using the log-periodogram (LP) and local whittle (LW) based semi-parametric fractional differencing techniques suggest that all sectoral returns at ASE exhibit short memory. However, in the case of volatility measures, we found evidence of long memory. Following the recent literature that argues that structural breaks in a time series could also explain the presence of long memory, we tested the volatility measures for the presence of structural breaks. We found that long memory in some volatility measures could be attributed to the presence of structural breaks. Furthermore, using impulse response functions (IRF) based on ARFIMA, we found that shocks to sectoral returns at ASE exhibit short run persistence, whereas shocks to volatility measures display long run persistence. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:16 / 37
页数:22
相关论文
共 75 条
[1]   Investor Attention and Stock Market Volatility [J].
Andrei, Daniel ;
Hasler, Michael .
REVIEW OF FINANCIAL STUDIES, 2015, 28 (01) :33-72
[2]  
[Anonymous], 2013, ISTATISTIK J TURKISH
[3]  
[Anonymous], 1999, Unpublished Working Paper No. 1243
[4]  
Anoruo E., 2011, Journal of Economics and Finance, V35, P296, DOI [10.1007/s12197-010-9124-0, DOI 10.1007/S12197-010-9124-0]
[5]   Long memory and structural breaks in modeling the return and volatility dynamics of precious metals [J].
Arouri, Mohamed El Hedi ;
Hammoudeh, Shawkat ;
Lahiani, Amine ;
Duc Khuong Nguyen .
QUARTERLY REVIEW OF ECONOMICS AND FINANCE, 2012, 52 (02) :207-218
[6]  
ASE, 2011, MONTHLY NEWSLETTER
[7]  
ASE, 2013, MONTHLY NEWSLETTER, V136, P11