Bayesian Vars : A Survey of the Recent Literature with An Application to the European Monetary System /

This paper reviews recent advances in the specification and estimation of Bayesian Vector Autoregressive models (BVARs). After describing the Bayesian principle of estimation, we first present the methodology originally developed by Litterman (1986) and Doan and others (1984) and review alternative...

Mô tả đầy đủ

Chi tiết về thư mục
Tác giả chính: Ciccarelli, Matteo
Tác giả khác: Rebucci, Alessandro
Định dạng: Tạp chí
Ngôn ngữ:English
Được phát hành: Washington, D.C. : International Monetary Fund, 2003.
Loạt:IMF Working Papers; Working Paper ; No. 2003/102
Truy cập trực tuyến:Full text available on IMF
Miêu tả
Tóm tắt:This paper reviews recent advances in the specification and estimation of Bayesian Vector Autoregressive models (BVARs). After describing the Bayesian principle of estimation, we first present the methodology originally developed by Litterman (1986) and Doan and others (1984) and review alternative priors. We then discuss extensions of the basic model and address issues in forecasting and structural analysis. An application to the estimation of a system of time-varying reaction functions for four European central banks under the European Monetary System (EMS) illustrates how some of the results previously presented may be applied in practice.
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Mô tả vật lý:1 online resource (44 pages)
Định dạng:Mode of access: Internet
số ISSN:1018-5941
Truy cập:Electronic access restricted to authorized BRAC University faculty, staff and students