Article | REF: TE5220 V1

Temporal series or chronological series

Author: Michel PRENAT

Publication date: August 10, 2012, Review date: January 6, 2020

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3. Trends and seasonal factors

We are interested here in non-stationary series, generally composed of :

  • long-term" trends;

  • periodic or nearly periodic components ;

  • of a random game.

The techniques developed aim to identify trends and periodic components.

Among the tools used, the empirical covariance and the periodogram deserve special mention.

Indeed, they are described in paragraph 4

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