NonlinearityTests: Nonlinearity tests

In RHRV: Heart Rate Variability Analysis of ECG Data

Nonlinearity tests

Description

Nonlinearity tests

Usage

NonlinearityTests(
  HRVData,
  indexNonLinearAnalysis = length(HRVData$NonLinearAnalysis)
)

Arguments

HRVData	Structure containing the RR time series.
indexNonLinearAnalysis	Reference to the data structure that will contain the nonlinear analysis

Details

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).

Value

A HRVData structure containing a NonlinearityTests field storing the results of each of the tests. The NonlinearityTests list is stored under the NonLinearAnalysis structure.

RHRV documentation built on Oct. 1, 2024, 1:08 a.m.