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STOCK MARKET VOLATILITY AND MACROECONOMIC FUNDAMENTALS

Authors
Engle, Robert F.Ghysels, EricSohn, Bumjean
Issue Date
7월-2013
Publisher
MIT PRESS
Keywords
stock market volatility; GARCH; MIDAS
Citation
REVIEW OF ECONOMICS AND STATISTICS, v.95, no.3, pp.776 - 797
Indexed
SSCI
SCOPUS
Journal Title
REVIEW OF ECONOMICS AND STATISTICS
Volume
95
Number
3
Start Page
776
End Page
797
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/102861
DOI
10.1162/REST_a_00300
ISSN
0034-6535
Abstract
We revisit the relation between stock market volatility and macroeconomic activity using a new class of component models that distinguish short-run from long-run movements. We formulate models with the long-term component driven by inflation and industrial production growth that are in terms of pseudo out-of-sample prediction for horizons of one quarter at par or outperform more traditional time series volatility models at longer horizons. Hence, imputing economic fundamentals into volatility models pays off in terms of long-horizon forecasting. We also find that macroeconomic fundamentals play a significant role even at short horizons.
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