【非线性时间序列分析】Nonlinear Time Series Analysis of Business Cycles

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Nonlinear Time Series Analysis of Business Cycles, Volume 276 (Contributions to Economic Analysis)

by Costas Milas (Editor), Dick Van Dijk (Editor), Philip Rothman (Editor)



The business cycle has long been the focus of empirical economic research. Until recently, statistical analysis of macroeconomic fluctuations was dominated by linear time series methods. Over the past 15 years, however, economists have increasingly applied tractable parametric nonlinear time series models to business cycle data; most prominent in this set of models are the classes of Threshold AutoRegressive (TAR) models, Markov-Switching AutoRegressive (MSAR) models, and Smooth Transition AutoRegressive (STAR) models. In doing so, several important questions have been addressed in the literature, including: do out-of-sample (point, interval, density, and turning point) forecasts obtained with nonlinear time series models dominate those generated with linear models? How should business cycles be dated and measured? What is the response of output and employment to oil-price and monetary shocks?

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关键词：Time Series Nonlinear nonlinea Analysis Business Business recently research business economic

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What is the response of output and employment to oil-price and monetary shocks?

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Nonlinear Time Series Analysis of Business Cycles

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