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Studies in Time Series Analysis of Consumption, Asset Prices and Forecasting

  • Takala, Kari


    (Bank of Finland)

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    This collection of seven papers deals with three different areas of econometric applications: consumption, asset prices, and forecasting. The papers apply techniques related to the analysis of unit roots and cointegration methods. The first paper deals with consumption theories and formulates an error-correction forecasting model for consumption. A single cointegration relationship is found between consumption, income and net wealth, which is in line with the permanent income hypothesis. The second paper studies the excess sensitivity of consumption to current disposable income. Estimating the coefficient with time-varying techniques, we notice a decline in the coefficient during the period of financial deregulation toward the end of the 1980s and a rise during the recession. Third paper takes a closer look at how useful consumer barometer variables can be in forecasting variables such as consumption and inflation. The first paper on asset prices, is based on the theory of cointegration between house and stock prices, which asserts that real after-tax risk-adjusted returns on assets should coincide in the long run. This paper presents a model for house prices that uses stock prices as a leading indicator to improve the forecasting of housing prices. Another paper on asset prices considers cointegration between house prices and inflation, and finds eg that house prices adjust to consumer prices in the long run and that no excess real appreciation, apart from rental income, is derived from house ownership. The two last papers deal with bankruptcy forecasting and testing for nonlinearities and chaos. It is asserted that bankruptcies can be interpreted as error-correction between supply and demand. Many tests have been developed to study the presence of nonlinearities in economic series. The results of testing unambiguously support that there are strong nonlinearities in economic data, but the evidence for chaos is weak.

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    Paper provided by Bank of Finland in its series Scientific Monographs with number E:22/2001.

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    Length: 303 pages
    Date of creation: 29 Dec 2001
    Date of revision:
    Handle: RePEc:hhs:bofism:2001_022
    Contact details of provider: Postal:
    Bank of Finland, P.O. Box 160, FI-00101 Helsinki, Finland

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