Recent content by fi1
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Markov Chain Homework: Expressing Transition Matrix P in Terms of G
I guess you should only need to show P[Xn+1 = xn+1 | X1 = x1, X2 = x2, ..., Xn = xn] = P[Xn+1 = xn+1 | Xn = xn]. (Markov property). In your case it holds, since G is only a function of Xn; and Yi are independent random variables. P[Xn+1 = xn+1 | Xn = xn] = P[G(xn, y)=xn+1] where y is the...- fi1
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- Forum: Calculus and Beyond Homework Help
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Graduate How to Obtain the Transition Probability Matrix in a Birth Death Markov Chain?
If I understood correctly, you have a 3-state continuous-time Markov chain. You know the transition rates (birth/death rates) so you know the infinitesimal generator matrix (Q), which gives you the probabilities of a transition in a short time interval. I guess you are trying to find the...- fi1
- Post #3
- Forum: Set Theory, Logic, Probability, Statistics
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Undergrad Solving the URN Problem: Finding the Probability of Drawing a White Ball
Let Xn denote the color of the ball selected from the nth urn. The probability that you are looking for is P[Xn=w]. We have P[Xn=w]=P[Xn=w|Xn-1=w]P[Xn-1=w] + P[Xn=w|Xn-1=b]P[Xn-1=b]. We know P[Xn-1=b]=1-P[Xn-1=w]. So we have P[Xn=w]=P[Xn=w|Xn-1=w]P[Xn-1=w] + P[Xn=w|Xn-1=b](1-P[Xn-1=w])...- fi1
- Post #3
- Forum: Set Theory, Logic, Probability, Statistics