Measuring the effects of geographical distance on stock market correlation

被引:29
作者
Eckel, Stefanie [2 ]
Loeffler, Gunter [1 ]
Maurer, Alina [1 ]
Schmidt, Volker [2 ]
机构
[1] Univ Ulm, Inst Finance, D-89069 Ulm, Germany
[2] Univ Ulm, Inst Stochast, D-89069 Ulm, Germany
关键词
Stock returns; Residual correlation; Mark correlation function; Spatial correlation; Investor sentiment; INVESTMENT; RETURNS;
D O I
10.1016/j.jempfin.2010.12.001
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Recent studies suggest that the correlation of stock returns increases with decreasing geographical distance. However, there is some debate on the appropriate methodology for measuring the effects of distance on correlation. We modify a regression approach suggested in the literature and complement it with an approach from spatial statistics, the mark correlation function. For the stocks contained in the S&P 500 that we examine, both approaches lead to similar results. Contrary to previous studies we find that beyond 50 miles geographical proximity is irrelevant for stock return correlations. For distances below 50 miles, we can show that the magnitude of local correlations varies with investor sentiment. (c) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:237 / 247
页数:11
相关论文
共 22 条
[1]  
[Anonymous], 2008, Statistical Analysis and Modelling of Spatial Point Patterns
[2]   Investor sentiment in the stock market [J].
Baker, Malcolm ;
Wurgler, Jeffrey .
JOURNAL OF ECONOMIC PERSPECTIVES, 2007, 21 (02) :129-151
[3]   Trading is hazardous to your wealth: The common stock investment performance of individual investors [J].
Barber, BM ;
Odean, T .
JOURNAL OF FINANCE, 2000, 55 (02) :773-806
[4]  
Barker D., 2007, J BEHAV FINANC, V8, P177, DOI DOI 10.1080/15427560701684884
[5]  
Brockwell P. J., 1991, TIME SERIES THEORY M
[6]   On persistence in mutual fund performance [J].
Carhart, MM .
JOURNAL OF FINANCE, 1997, 52 (01) :57-82
[7]   The geography of investment: Informed trading and asset prices [J].
Coval, JD ;
Moskowitz, TJ .
JOURNAL OF POLITICAL ECONOMY, 2001, 109 (04) :811-841
[8]  
Cressie N., 1993, Statistics for Spatial Data, DOI [10.1002/9781119115151, DOI 10.1002/9781119115151]
[9]   An investigation of the spatial correlations for relative purchasing power in Baden-Wurttemberg [J].
Eckel, S. ;
Fleischer, F. ;
Grabarnik, P. ;
Schmidt, V. .
ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2008, 92 (02) :135-152
[10]  
Efron B., 1993, INTRO BOOTSTRAP, DOI 10.1007/978-1-4899-4541-9