Foreign exchange, fractional cointegration and the implied-realized volatility relation

被引:21
|
作者
Kellard, Neil [1 ]
Dunis, Christian [2 ]
Sarantis, Nicholas [3 ]
机构
[1] Univ Essex, Essex Business Sch, Essex Finance Ctr, Colchester CO4 3SQ, Essex, England
[2] Liverpool John Moores Univ, Liverpool Business Sch, CIBEF, Liverpool L3 5UZ, Merseyside, England
[3] London Metropolitan Univ, London Metropolitan Business Sch, Ctr Int Capital Markets, London EC2M 6SQ, England
关键词
Market efficiency; Options markets; Fractional cointegration; Narrow band least squares; Bootstrap; Traded volatility; Intra-day data; LOG-PERIODOGRAM REGRESSION; TIME-SERIES; MODEL; TESTS; RISK; BOOTSTRAP; FORECASTS; PREMIUM; PROVIDE; SAMPLES;
D O I
10.1016/j.jbankfin.2009.09.017
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Almost all relevant literature has characterized implied volatility as a biased predictor of realized volatility. In this paper we provide new time series techniques to investigate the validity of this finding in several foreign exchange options markets, including the Euro market. First, we develop a new fractional cointegration test that is shown to be robust to both stationary and non-stationary regions. Second, we employ both intra-day and daily data to measure realized volatility in order to assess the relevance of data frequency in resolving the bias. Third, we use data on implied volatility traded on the market. In contrast to previous studies, we show that the frequency of data used for measuring realized volatility within a fractionally cointegrating framework is important for the results of unbiasedness tests. Significantly, for many popular exchange rates, the use of intra-day rather than daily data affects the emergence of a different bias, as the possibility of a fractionally integrated risk premium admits itself! (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:882 / 891
页数:10
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