G2TT
来源类型Discussion paper
规范类型论文
来源IDDP6063
DP6063 Anticipated Growth and Business Cycles in Matching Models
Wouter Den Haan; Georg Kaltenbrunner
发表日期2007-01-21
出版年2007
语种英语
摘要This paper shows consistency of a two step estimator of the parameters of a dynamic approximate factor model when the panel of time series is large (n large). In the first step, the parameters are first estimated from an OLS on principal components. In the second step, the factors are estimated via the Kalman smoother. This projection allows to consider dynamics in the factors and heteroskedasticity in the idiosyncratic variance. The analysis provides theoretical backing for the estimator considered in Giannone, Reichlin, and Sala (2004) and Giannone, Reichlin, and Small (2005).
主题International Macroeconomics
关键词Factor models Kalman filter Large cross-sections Principal components
URLhttps://cepr.org/publications/dp6063
来源智库Centre for Economic Policy Research (United Kingdom)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/534901
推荐引用方式
GB/T 7714
Wouter Den Haan,Georg Kaltenbrunner. DP6063 Anticipated Growth and Business Cycles in Matching Models. 2007.
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