Surprise and uncertainty indexes: Real-time aggregation of real-activity macro-surprises

被引:199
作者
Scotti, Chiara [1 ]
机构
[1] Fed Reserve Board, 1801 K St,NW, Washington, DC 20006 USA
关键词
Business cycle; Dynamic factor model; State space model; Forecasting weights; FOREIGN-EXCHANGE; PRICE DISCOVERY; FACTOR MODELS; ANNOUNCEMENTS; NEWS;
D O I
10.1016/j.jmoneco.2016.06.002
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Two daily, real-time, real-activity indexes are constructed for the United States, euro area, United Kingdom, Canada, and Japan: (i) a surprise index summarizing recent economic data surprises and measuring optimism/pessimism about the state of the economy, and (ii) an uncertainty index measuring uncertainty related to the state of the economy. The surprise index parsimoniously preserves the properties of the underlying series when affecting asset prices. For the United States, the real-activity uncertainty index is compared to other uncertainty proxies to show that, when uncertainty is strictly related to real activity only, it has a potentially milder effect on economic activity. Published by Elsevier B.V.
引用
收藏
页码:1 / 19
页数:19
相关论文
共 28 条
[1]   Micro effects of macro announcements: Real-time price discovery in foreign exchange [J].
Andersen, TG ;
Bollerslev, T ;
Diebold, FX ;
Vega, C .
AMERICAN ECONOMIC REVIEW, 2003, 93 (01) :38-62
[2]   Real-time price discovery in global stock, bond and foreign exchange markets [J].
Andersen, Torben G. ;
Bollerslev, Tim ;
Diebold, Francis X. ;
Vega, Clara .
JOURNAL OF INTERNATIONAL ECONOMICS, 2007, 73 (02) :251-277
[3]  
Andreou E, 2011, OXFORD HDB EC FORECA
[4]   Real-Time Measurement of Business Conditions [J].
Aruoba, S. Boragan ;
Diebold, Francis X. ;
Scotti, Chiara .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2009, 27 (04) :417-427
[5]   Uncertainty and Economic Activity: Evidence from Business Survey Data [J].
Bachmann, Ruediger ;
Elstner, Steffen ;
Sims, Eric R. .
AMERICAN ECONOMIC JOURNAL-MACROECONOMICS, 2013, 5 (02) :217-249
[6]  
Bakaert G., 2013, J MONETARY ECON, V60, P771
[7]  
Baker S.R., Q J EC IN PRESS
[8]  
Banbura M., 2010, HDB EC FORECASTING
[9]   MAXIMUM LIKELIHOOD ESTIMATION OF FACTOR MODELS ON DATASETS WITH ARBITRARY PATTERN OF MISSING DATA [J].
Banbura, Marta ;
Modugno, Michele .
JOURNAL OF APPLIED ECONOMETRICS, 2014, 29 (01) :133-160
[10]   A look into the factor model black box: Publication lags and the role of hard and soft data in forecasting GDP [J].
Banbura, Marta ;
Ruenstler, Gerhard .
INTERNATIONAL JOURNAL OF FORECASTING, 2011, 27 (02) :333-346