经济
货币政策
向量自回归
膨胀(宇宙学)
利率
计量经济学
马尔可夫链
差异(会计)
马尔科夫蒙特卡洛
失业
协方差矩阵
宏观经济学
蒙特卡罗方法
统计
数学
物理
会计
理论物理学
标识
DOI:10.1111/j.1467-937x.2005.00353.x
摘要
Monetary policy and the private sector behaviour of the U.S. economy are modelled as a time varying structural vector autoregression, where the sources of time variation are both the coefficients and the variance covariance matrix of the innovations. The paper develops a new, simple modelling strategy for the law of motion of the variance covariance matrix and proposes an efficient Markov chain Monte Carlo algorithm for the model likelihood/posterior numerical evaluation. The main empirical conclusions are: (1) both systematic and non-systematic monetary policy have changed during the last 40 years—in particular, systematic responses of the interest rate to inflation and unemployment exhibit a trend toward a more aggressive behaviour, despite remarkable oscillations; (2) this has had a negligible effect on the rest of the economy. The role played by exogenous non-policy shocks seems more important than interest rate policy in explaining the high inflation and unemployment episodes in recent U.S. economic history. Copyright 2005, Wiley-Blackwell.
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