Castro, Andrew William Keahi
2017-Feb-23 14:42 UTC
[R] Impose Structure for Exogenous in vars Package
Hello everyone, I see there are structural VAR options in the vars package for the endogenous variables, but is there any easy way to impose structure on the exogenous variable matrix (notated as the matrix C on page 45 of https://cran.r-project.org/web/packages/vars/vars.pdf). Thanks! [[alternative HTML version deleted]]
Pfaff, Bernhard Dr.
2017-Feb-27 08:47 UTC
[R] Impose Structure for Exogenous in vars Package
Hi Andrew,
if I understand your question correctly, then you would like to place
constraints for your exogenous variables in some VAR equations.
If so, please have a look at ?restrict.
As a toy example:
library(vars)
?restrict
data(Canada)
N <- nrow(Canada)
ExoVar <- matrix(runif(N))
colnames(ExoVar) <- "Exogenous"
mod <- VAR(Canada, exogen = ExoVar)
summary(mod)
summary(restrict(mod))
here, ExoVar will be removed given that the plain vanilla call to restrict()
removes all variables with insignificant coeffiecients (|t-stat| < 2.0) in
a VAR equation.
You can also provide a 'constraint' matrix for entering
zero-constraints.
HTH,
Bernhard
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Andrew William Keahi
Gesendet: Donnerstag, 23. Februar 2017 15:42
An: r-help at R-project.org
Betreff: [EXT] [R] Impose Structure for Exogenous in vars Package
Hello everyone,
I see there are structural VAR options in the vars package for the endogenous
variables, but is there any easy way to impose structure on the exogenous
variable matrix (notated as the matrix C on page 45 of
https://cran.r-project.org/web/packages/vars/vars.pdf). Thanks!
[[alternative HTML version deleted]]
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