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Real Data Example

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Statistical Signal Processing

Part of the book series: SpringerBriefs in Statistics ((BRIEFSSTATIST))

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Abstract

In this chapter, we analyze four data sets using multiple sinusoidal model. These data sets are namely (i) a segment of ECG signal of a healthy human being, (ii) the well-known variable star data, (iii) a short duration voiced speech signal, the “uuu” data, and (iv) the airline passenger data.

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References

  1. Prasad, A., Kundu, D., & Mitra, A. (2008). Sequential estimation of the sum of sinusoidal model parameters. Journal of Statistical Planning and Inference, 138, 1297–1313.

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  2. Nandi, S., & Kundu, D. (2011). Estimation of parameters of partially sinusoidal frequency model. Statistics, doi:10.1080/02331888.2011.577894.

  3. Box, G. E. P., Jenkins, G. M., & Reinsel, G. C. (2008). Time series analysis, forecasting and control (4th ed.). New York: Wiley.

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Kundu, D., Nandi, S. (2012). Real Data Example. In: Statistical Signal Processing. SpringerBriefs in Statistics. Springer, India. https://doi.org/10.1007/978-81-322-0628-6_6

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