Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.
[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]
st: Gaussian mixture distribution
From
"ali hashemi" <[email protected]>
To
<[email protected]>
Subject
st: Gaussian mixture distribution
Date
Mon, 11 Jul 2011 17:51:30 -0400
Dear list members,
I would like to construct the density function of the following Gaussian
mixture distribution:
0.4 * N([3,-1], sigma1) + 0.6 * N([-1,1], sigma2)
Where sigma1 = [.2 -.1; -.1 .4] and sigma2 = [.3 .1; .1 .3]
I used the following lines to produce the density function:
bnormpdf x1 x2, m1(3) m2(-1) s1(.2) s2(.4) rho(-.1) dens(pdf1) double
bnormpdf x1 x2, m1(-1) m2(1) s1(.3) s2(.3) rho(.1) dens(pdf2) double
g p=uniform()<.4
g pdf = p*pdf1 + (1-p)*pdf2
Is this the right way to do it? Any advice? Is there any built-in command or
user-written program that can be used?
Your help is very much appreciated
Best,
Ali
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/statalist/faq
* http://www.ats.ucla.edu/stat/stata/