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In a calculation of the hitting time for a Bernoulli random walk we have to calculate the hitting time $\tau(1)=\inf\{n\ge 0:S_n=1\}$ to reach $+1$ and the generating function has the recursion relationship $E[s^\tau]=G_\tau(s)=ps+qsE(s^{\tau'+\tau''})$ where $\tau'$ and $\tau''$ have the same distribution as $\tau$. The generating function is then one of the two solutions to $G(s)=\frac{1\pm\sqrt{1-4pqs^2}}{2qs}$, and it is easily seen to be the negative $\frac{1-\sqrt{1-4pqs^2}}{2qs}$.

My question is: What is the other solution $\left(\frac{1+\sqrt{1-4pqs^2}}{2qs}\right)$ a solution to? Does it have any meaningful interpretation?

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1 Answer 1

It's $\dfrac{1}{qs} - G(s)$, so you could call it $E\left[ \dfrac{1}{qs} - s^\tau \right]$. Of course it's not a probability generating function, because it has negative coefficients except for the $1/(qs)$ and is not $1$ at $s=1$.

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Well yes, but I was looking for an answer more in the vein of the Dirac's positron solution... perhaps there is nothing to see here. –  David Sep 25 '12 at 1:25

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