dae (version 3.2-10)

mat.ar3: Forms an ar3 correlation matrix

Description

Form the correlation matrix of order order whose correlations follow the ar3 pattern. The resulting matrix is banded.

Usage

mat.ar3(ARparameters, order)

Arguments

ARparameters

A numeric containing the three autoregressive parameter values of the process, being the weights given to the lag 1, lag 2 and lag 3 response values.

order

The order of the matrix to be formed.

Value

A banded correlation matrix whose elements follow an ar3 pattern.

Details

The correlations in the correlation matrix, corr say, are calculated from the autoregressive parameters, ARparameters. Let omega = 1 - ARparameters[2] - ARparameters[3] * (ARparameters[1] + ARparameters[3]). Then the values in

• the diagonal of corr (k = 1) are one;

• the first subdiagonal band (k = 2) of corr are equal to (ARparameters[1] + ARparameters[2]*ARparameters[3]) / omega;

• the second subdiagonal band (k = 3) of corr are equal to (ARparameters[1] * (ARparameters[1] + ARparameters[3]) + ARparameters[2] * (1 - ARparameters[2])) / omega;

• the subsequent subdiagonal bands, (k = 4:order), of corr are equal to ARparameters[1]*corr[k-1] + ARparameters[2]*corr[k-2] + ARparameters[3]*corr[k-3].

See Also

mat.I, mat.J, mat.banded, mat.exp, mat.gau, mat.ar1, mat.ar2, mat.sar2, mat.ma1, mat.ma2, mat.arma

Examples

# NOT RUN {
    corr <- mat.ar3(ARparameters = c(0.4, 0.2, 0.1), order = 4)
# }