portman.Q: Ljung-Box test for whiteness in a time series.

In objornstad/nlts: Nonlinear Time Series Analysis

Ljung-Box test for whiteness in a time series.

Description

portman.Q uses the cumulative ACF to test for whiteness of a time series.

Usage

portman.Q(x, K)

Arguments

x	A time series (vector without missing values).
K	the maximum lag of the ACF to be used in the test.

Details

This is the Ljung-Box version of the the Portmanteau test for whiteness (Tong 1990). It may in particular be useful to test for whiteness in the residuals from time series models.

Value

A vector is returned consisting of the asymptotic chi-square value, the associated d.f. and asymptotic p.val for the test of whiteness.

References

Tong, H. (1990) Non-linear time series : a dynamical system approach. Clarendon Press, Oxford.

Examples

   data(plodia)

   portman.Q(sqrt(plodia), K = 10) 

   fit <- ar(sqrt(plodia)) 
   portman.Q(na.omit(fit$resid), K = 10) 

objornstad/nlts documentation built on June 29, 2023, 11:16 a.m.