Nonlinearity test
nonlinearityTest(time.series, verbose = TRUE)
A list containing the results of each of the tests.
The original time.series from which the surrogate data is generated.
Logical value. If TRUE, a summary of each of the tests is shown.
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
).
keenanTest
, tsayTest
,
mcleodLiTest
,thresholdTest