This is question 3.24 from Stochastic Process, 2nd ed. by Sheldon Ross.
Draw cards one at a time, with replacement, from a standard deck of playing cards. Find the expected number of draws until four successive cards of the same suit appear.
I know if I want 4 successive cards of the same suit given the suit the expectation would just be $4^4+4^3+4^2+4$. But I don't know how to proceed if I am not given the suit.
Any help would be appreciated. Thanks!
We have the equalities:
Here e.g. $\mu_2$ stands for the expectation under the extra condition that from the cards drawn already the last $2$ cards (and not more) are of the same suite.
Note that in that situation there is a probability of $\frac14$ that we arrive in the situation where the last $3$ cards drawn are of the same suite and a probability of $\frac14$ that a card of another suite will be drawn so that we must start over again.
This consideration makes clear that $$\mu_2=\frac34(1+\mu_1)+\frac14(1+\mu_3)=1+\frac34\mu_1+\frac14\mu_3$$
To be found is $\mu_0$ and the equalities enable you to find it.