Does Real-Time Macroeconomic Information Help to Predict Interest Rates?

被引:3
作者
Caruso, Alberto [1 ]
Coroneo, Laura [2 ]
机构
[1] Univ Libre Bruxelles, EY & ECARES, Brussels, Belgium
[2] Univ York, Dept Econ & Related Studies, York, England
关键词
government bonds; real-time macroeconomics; forecasting; survey data; factor models; TERM STRUCTURE; YIELD CURVE;
D O I
10.1111/jmcb.13021
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We analyze the predictive ability of real-time macroeconomic information for the yield curve of interest rates. We specify a mixed-frequency macro-yields model in real time that incorporates interest rate surveys and treats macroeconomic factors as unobservable components. Results indicate that real-time macroeconomic information is helpful to predict interest rates, and that data revisions drive a superior predictive ability of revised macro data over real-time macro data. We also find that interest rate surveys can have significant predictive power over and above real-time macroeconomic variables.
引用
收藏
页码:2027 / 2059
页数:33
相关论文
共 38 条
[1]   Low frequency effects of macroeconomic news on government bond yields [J].
Altavilla, Carlo ;
Giannone, Domenico ;
Modugno, Michele .
JOURNAL OF MONETARY ECONOMICS, 2017, 92 :31-46
[2]   Anchoring the yield curve using survey expectations [J].
Altavilla, Carlo ;
Giacomini, Raffaella ;
Ragusa, Giuseppe .
JOURNAL OF APPLIED ECONOMETRICS, 2017, 32 (06) :1055-1068
[3]   A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables [J].
Ang, A ;
Piazzesi, M .
JOURNAL OF MONETARY ECONOMICS, 2003, 50 (04) :745-787
[4]   Determining the number of factors in approximate factor models [J].
Bai, JS ;
Ng, S .
ECONOMETRICA, 2002, 70 (01) :191-221
[5]  
Banbura M, 2013, HBK ECON, P195, DOI 10.1016/B978-0-444-53683-9.00004-9
[6]   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
[7]   The high-frequency impact of news on long-term yields and forward rates: Is it real? [J].
Beechey, Meredith J. ;
Wright, Jonathan H. .
JOURNAL OF MONETARY ECONOMICS, 2009, 56 (04) :535-544
[8]   Are more data always better for factor analysis? [J].
Boivin, Jean ;
Ng, Serena .
JOURNAL OF ECONOMETRICS, 2006, 132 (01) :169-194
[9]   Forecast Combination With Entry and Exit of Experts [J].
Capistran, Carlos ;
Timmermann, Allan .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2009, 27 (04) :428-440
[10]   Forecasting government bond yields with large Bayesian vector autoregressions [J].
Carriero, Andrea ;
Kapetanios, George ;
Marcellino, Massimiliano .
JOURNAL OF BANKING & FINANCE, 2012, 36 (07) :2026-2047