Forecasting foreign exchange rates using idiosyncratic volatility

被引:10
作者
Guo, Hui [1 ]
Savickas, Robert [2 ]
机构
[1] Univ Cincinnati, Coll Business Adm, Cincinnati, OH 45221 USA
[2] George Washington Univ, Dept Finance, Washington, DC 20052 USA
关键词
exchange rate predictability; average idiosyncratic stock volatility; monetary model; out-of-sample forecast; bootstrap; data mining;
D O I
10.1016/j.jbankfin.2007.11.006
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Average idiosyncratic stock volatility forecasts the bilateral exchange rates of the US dollar against major foreign currencies in and out of sample. The US dollar tends to appreciate after an increase in US idiosyncratic volatility. Similarly, ceteris paribus, German and Japanese idiosyncratic volatilities positively and significantly correlate with future US dollar prices of the Deutsche mark and the Japanese yen, respectively. Our results suggest that exchange rates are predictable. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:1322 / 1332
页数:11
相关论文
共 44 条
[11]   Have individual stocks become more volatile? An empirical exploration of idiosyncratic risk [J].
Campbell, JY ;
Lettau, M ;
Malkiel, BG ;
Xu, YX .
JOURNAL OF FINANCE, 2001, 56 (01) :1-43
[12]   The term structure of forward exchange premiums and the forecastability of spot exchange rates: Correcting the errors [J].
Clarida, RH ;
Taylor, MP .
REVIEW OF ECONOMICS AND STATISTICS, 1997, 79 (03) :353-361
[13]   Tests of equal forecast accuracy and encompassing for nested models [J].
Clark, TE ;
McCracken, MW .
JOURNAL OF ECONOMETRICS, 2001, 105 (01) :85-110
[14]  
COMIN D, 2005, NBER MACROECONOMICS, V20
[15]   EXPECTATIONS AND EXCHANGE-RATE DYNAMICS [J].
DORNBUSCH, R .
JOURNAL OF POLITICAL ECONOMY, 1976, 84 (06) :1161-1176
[16]   Exchange rates and fundamentals [J].
Engel, C ;
West, KD .
JOURNAL OF POLITICAL ECONOMY, 2005, 113 (03) :485-517
[17]  
EVANS M, 2005, EXCHANGE RATES UNPUB
[18]  
EVANS M, 2005, AM EC REV P IN PRESS
[19]   BUSINESS CONDITIONS AND EXPECTED RETURNS ON STOCKS AND BONDS [J].
FAMA, EF ;
FRENCH, KR .
JOURNAL OF FINANCIAL ECONOMICS, 1989, 25 (01) :23-49
[20]   Exchange rate forecasting: the errors we've really made [J].
Faust, J ;
Rogers, JH ;
Wright, JH .
JOURNAL OF INTERNATIONAL ECONOMICS, 2003, 60 (01) :35-59