Nonlinearity tests
Nonlinearity tests
NonlinearityTests(HRVData, indexNonLinearAnalysis = length(HRVData$NonLinearAnalysis))
HRVData |
Structure containing the RR time series. |
indexNonLinearAnalysis |
Reference to the data structure that will contain the nonlinear analysis |
This function runs a set of nonlinearity tests on the RR time series implemented in 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 (Keenan.test).
Perform the McLeod-Li test for conditional heteroscedascity (ARCH). (McLeod.Li.test).
Perform the Tsay's test for quadratic nonlinearity in a time series. (Tsay.test).
Perform the Likelihood ratio test for threshold nonlinearity. (tlrt).
A HRVData structure containing a NonlinearityTests field storing the results of each of the tests. The NonlinearityTests list is stored under the NonLinearAnalysis structure.
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