Real-Time Measurement of Business Conditions

被引:426
作者
Aruoba, S. Boragan [1 ]
Diebold, Francis X. [2 ]
Scotti, Chiara [3 ]
机构
[1] Univ Maryland, Dept Econ, College Pk, MD 20742 USA
[2] Univ Penn, Dept Econ Finance & Stat, Philadelphia, PA 19104 USA
[3] Fed Reserve Syst, Board Governors, Washington, DC 20551 USA
基金
美国国家科学基金会;
关键词
Business cycle; Contraction; Dynamic factor model; Expansion; Macroeconomic forecasting; Recession; State space model; Turning point; CYCLES; VARIABLES; SERIES; INDEX;
D O I
10.1198/jbes.2009.07205
中图分类号
F [经济];
学科分类号
02 ;
摘要
We construct a framework for measuring economic activity at high frequency. potentially in real time. We use a variety of stock and flow data observed at mixed frequencies (including very high frequencies), and we use a dynamic factor model that permits exact filtering. We illustrate the framework in a prototype empirical example and a simulation study calibrated to the example.
引用
收藏
页码:417 / 427
页数:11
相关论文
共 34 条
[1]   Modeling variables of different frequencies [J].
Abeysinghe, T .
INTERNATIONAL JOURNAL OF FORECASTING, 2000, 16 (01) :117-119
[2]  
[Anonymous], 1977, NEW METHODS BUS CYCL
[3]  
[Anonymous], 3108 CEPR
[4]   Data revisions are not well behaved [J].
Aruoba, S. Boragan .
JOURNAL OF MONEY CREDIT AND BANKING, 2008, 40 (2-3) :319-340
[5]   Confidence intervals for diffusion index forecasts and inference for factor-augmented regressions [J].
Bai, Jushan ;
Ng, Serena .
ECONOMETRICA, 2006, 74 (04) :1133-1150
[6]   Are more data always better for factor analysis? [J].
Boivin, Jean ;
Ng, Serena .
JOURNAL OF ECONOMETRICS, 2006, 132 (01) :169-194
[7]  
Burns ArthurF., 1947, MEASURING BUSINESS C
[8]  
CAMACHO M, 2008, INTRO EUROSTIN UNPUB
[9]  
Conrad W., 1979, Journal of Economic Dynamics and Control, V1, P177
[10]  
CORRADI V, 2007, INFORM REVISIO UNPUB