Lovely example of using VAR and SUR models together in -gretl- producing
quality output.
I'm looking at the April 2020 UG, so I'm behind, but perhaps is it time to
devote an entire section on SUR (especially w.r.t. LHS proportional
variables summing up to 1; used quite regularly in quantitative political
science), as they're very powerful models revealing useful insights (if
used right).
C
On Sun, 4 Oct 2020 at 18:38, Riccardo (Jack) Lucchetti <
p002264(a)staff.univpm.it> wrote:
On Sun, 4 Oct 2020, Daniel Ventosa-Santaulària wrote:
> Hello everyone,
> I am being asked to estimate a VAR-X; I would like to do it in GRETL,
but I
> don´t really know how.
> My understanding of a VAR-X is the following: Suppose 3 variables, X, Y,
> and Z, to be included in a VAR(1).
>
> Yt = a1 Yt-1 + a2 Xt-1 +a3 Zt-1
>
> Xt = a4 Yt-1 + a5 Xt-1 +a6 Zt-1
>
> Zt = a7 Yt-1 + a8 Xt-1 +a9 Zt-1
>
> Suppose further that Y is a macro variable from, say, the US, whilst X
and
> Y are macro variables from Mexico. I would like to assume that Y affects
X
> and W, but is not affected by X, and Y. Thus, what I need to do is to
> restrict a2 = a3:
>
> Yt = a1 Yt-1
>
> Xt = a4 Yt-1 + a5 Xt-1 +a6 Zt-1
>
> Zt = a7 Yt-1 + a8 Xt-1 +a9 Zt-1
>
> Therefore, Y has its own AR equation. This is not exactly an exogenous
> variables as defined in the GRETL VAR command. At most, what I can do
with
> GRETL command is:
>
> Xt = a4 Yt-1 + a5 Xt-1 +a6 Zt-1
>
> Zt = a7 Yt-1 + a8 Xt-1 +a9 Zt-1
>
> But then I lose Y's equation. I could estimate separately the first
> equation and then the other two in a regular VAR, but I was wondering if
I
> can directly estimate the VAR with the three variables and restrict two
> specific parameters, as in the first set of equations. My final goal is
to
> estimate the IRF Yt -> Xt. Is this feasible in GRETL?
Yes. You can cast the VAR as a system and use the "system" command block.
In the following example, first the VAR estimation is replicated; then,
some restrictions are imposed so that you get what I think you want.
<hansl>
set verbose off
open AWM18.gdt --quiet
y = log(YER)
c = log(PCR)
i = log(GCR)
list X = y c i
var 1 X
# re-do VAR as a system
system name=foo
equation y const X(-1)
equation c const X(-1)
equation i const X(-1)
end system
estimate foo method=sur
# estimate VAR with constraints
system name=foo
equation y const y(-1)
equation c const X(-1)
equation i const X(-1)
end system
estimate foo method=sur
</hansl>
-------------------------------------------------------
Riccardo (Jack) Lucchetti
Dipartimento di Scienze Economiche e Sociali (DiSES)
Università Politecnica delle Marche
(formerly known as Università di Ancona)
r.lucchetti(a)univpm.it
http://www2.econ.univpm.it/servizi/hpp/lucchetti
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--
Clive Nicholas
"My colleagues in the social sciences talk a great deal about methodology.
I prefer to call it style." -- Freeman J. Dyson