Senyuz, Zeynep (2009): Factor Analysis of Permanent and Transitory Dynamics of the U.S. Economy and the Stock Market. Forthcoming in: Journal of Applied Econometrics No. Forthcoming
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We analyze dynamics of the permanent and transitory components of the U.S. economic activity and the stock market obtained by multivariate dynamic factor modeling. We capture asymmetries over the phases of economic and stock market trends and cycles using independent Markov-switching processes. We show that both output and stock prices contain significant transitory components, while consumption and dividends are useful to identify their respective permanent components. The extracted economic trend perfectly predicts all post-war recessions. Our results shed light to the nature of the bilateral predictability of the economy and the stock market. The transitory stock market component signals recessions with an average lead of one quarter, whereas the market trend is correlated with the economic trend with varying lead/lag times.
|Item Type:||MPRA Paper|
|Original Title:||Factor Analysis of Permanent and Transitory Dynamics of the U.S. Economy and the Stock Market|
|Keywords:||Business Cycles, Stock Market, Permanent and Transitory Components, Dynamic Factor Markov Switching Models|
|Subjects:||C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models
E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles
E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy
|Depositing User:||Zeynep Senyuz|
|Date Deposited:||19. Nov 2010 17:42|
|Last Modified:||02. Jan 2016 07:53|
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