how to use quadrature to integrate some complicated functions
Have you tried wrapping it in a function and using integrate()? R is pretty good at handling numerical integration. If integrate() isn't good for you, can you say more as to why? Michael
On Nov 6, 2011, at 4:15 PM, JeffND <Zuofeng.Shang.5 at nd.edu> wrote:
Hello to all,
I am having trouble with intregrating a complicated uni-dimensional function
of the following form
Phi(x-a_1)*Phi(x-a_2)*...*Phi(x-a_{n-1})*phi(x-a_n).
Here n is about 5000, Phi is the cumulative distribution function of
standard normal,
phi is the density function of standard normal, and x ranges over
(-infty,infty).
My idea is to to use quadrature to handle this integral. But since Phi has
not cloaed form,
I don't know how to do this effeciently. I appreciate very much if someone
has any ideas about it.
Thanks!
Jeff
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