Description Usage Arguments Value Examples
Computes test statistic value for each time point. Likelihood-ratio test (LRT), Cumulative sum test (CUSUM) and Darling-Erdös-type test (DET) statistics are supported.
1 |
model |
A list returned by VAR or VARMA functions from MTS package |
type |
A character string which determines type of the test statistic returned by the function, either "CUSUM", "LRT" or "DET". The default is "CUSUM" |
trim |
A number of time points on data edges for which test statistic is not computed |
statcomp returns a list of class "VARCP" with following items
values |
Named vector of values of selected test statistic, where name is time index for which statistic is computed |
type |
Character string which states type of the computed test statistic |
1 2 3 4 5 6 7 8 9 | ## Simulation of time series of length 200
phi <- matrix(c(0.2,-0.6,0.3,1),2,2)
sig <- matrix(c(4,0.8,0.8,1),2,2)
data <- VARMAsim(200, arlags = 1, phi = phi, sigma = sig)
model <- VAR(data[["series"]], p = 1)
## Tests estimation
CUSUM <- statcomp(model, type = "CUSUM")
LRT <- statcomp(model, type = "LRT", trim = 15)
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