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nonlinearTseries (version 0.3.1)

nonlinearityTest: Nonlinearity test

Description

Nonlinearity test

Usage

nonlinearityTest(time.series, verbose = TRUE)

Value

A list containing the results of each of the tests.

Arguments

time.series

The original time.series from which the surrogate data is generated.

verbose

Logical value. If TRUE, a summary of each of the tests is shown.

Details

This function runs a set of nonlinearity tests implemented by this and other R packages, including:

  • Teraesvirta's neural metwork test for nonlinearity (terasvirta.test).

  • White neural metwork test for nonlinearity (white.test).

  • Keenan's one-degree test for nonlinearity (keenanTest).

  • Perform the McLeod-Li test for conditional heteroscedascity (ARCH). (mcleodLiTest).

  • Perform the Tsay's test for quadratic nonlinearity in a time series. (tsayTest).

  • Perform the Likelihood ratio test for threshold nonlinearity. (thresholdTest).

See Also

keenanTest, tsayTest, mcleodLiTest,thresholdTest