n=5; p=4;
u=randn(n, p);
X= sqrt(1-r*r)*u + r*u;
e=normrnd(0*eye(n),5*(n))
beta0=[4;3;2.3;1];
y=X*beta0*(eye(n))'+e;

1 Kommentar

the cyclist
the cyclist am 14 Aug. 2016
The code won't run because the value of r is not defined.

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 Akzeptierte Antwort

John BG
John BG am 14 Aug. 2016

0 Stimmen

Satish
change your last line from
y=X*beta0*(eye(n))'+e;
to
diag(X*beta0)+e
I assumed
r=1
the command diag does what you tried with eye(n).
Satish
would you please be so kind to mark my answer as Accepted Answer?
To any other reader, please if you find this answer of any help solving your question,
please click on the thumbs-up vote link,
thanks in advance
John BG

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