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timeAsymmetry

Time Reversibility statistic


Description

Time Reversibility statistic

Usage

timeAsymmetry(time.series)

Arguments

time.series

The time series used to compute the statistic.

Details

The time simmetry statistic measures the asymmetry of a time series under time reversal by calculating:

E[s_n * s_{n+1}^2] - E[s_n^2 * s_{n+1}]

. Since linear stochastic series are symmetric under time reversal, this statistic may be used for testing the assertion that the data was generated from a stationary linear stochastic process or not.

Value

The time simmetry statistic.

Author(s)

Constantino A. Garcia


nonlinearTseries

Nonlinear Time Series Analysis

v0.2.10
GPL-3
Authors
Constantino A. Garcia [aut, cre], Gunther Sawitzki [ctb]
Initial release
2020-6-10

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