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JuanFangio
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Joined: April 25th, 2005, 7:03 pm

Martingales and Polya urns

February 23rd, 2006, 12:32 am

Hi guys. Although Martingales seem to be easy and I work with them daily, I'm having trouble with the following problem. Could anyone help me with the demonstration?Consider the Polya urn containing a red and a blue ball initially. At each time n=1,2,3...., a ball is drawn and after noting the color, the ball is placed back into the urn along with another ball of the same color. So after n draws, the urn has n+2 balls. Let Yn be the number of blue balls in the urn and let Xn = (Yn/(n+2)). Show that Xn is a martingale with respect to Fn = sigma{Yk : k<n}Thanks in advance!
 
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pjakubenas
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Joined: March 26th, 2002, 10:14 am

Martingales and Polya urns

February 23rd, 2006, 10:02 am

Maybe I'm too stupid this morning but hey, what I've got to looseMy two cents:It's easy to check thatE(X_{n+1}|F_n)=X_nTherefore for any n>mE(X_{n}|F_{m})=E..E(E(X_{n}|F_{n-1})|F_{n-2})....|F_{m})=E..E(E(X_{n-1}|F_{n-2})....|F_{m})= ... =X_mQEDHTH
 
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JuanFangio
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Joined: April 25th, 2005, 7:03 pm

Martingales and Polya urns

February 24th, 2006, 10:00 pm

Thanks a lot for your help, pjakubenas. That should work.