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ARIMA Time Series Models

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Abstract

In this chapter we will deal with classic, linear time series analysis. At first we will define the general linear process.

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References

  • Box, G. E. P., & Jenkins, G. M. (1976). Time series analysis: Forecasting and control. San Francisco: Holden-Day.

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  • Brockwell, P., & Davis, R. (1991). Time series: Theory and methods. Springer-Verlag.

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  • Gouriéroux, C., & Monfort, A. (1996). Time series models. Economica.

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  • Hamilton, J. D. (1994). Time series analysis. Princeton, NJ: Princeton University Press.

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  • Schlittgen, R., & Streitberg, B. (1995). Zeitreihenanalyse. Oldenbourg.

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Franke, J., Härdle, W.K., Hafner, C.M. (2019). ARIMA Time Series Models. In: Statistics of Financial Markets. Universitext. Springer, Cham. https://doi.org/10.1007/978-3-030-13751-9_12

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