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A stochastic process is a collection of random variables usually indexed by a totally ordered set.

1 vote
0 answers
75 views

Spitzer's condition, a slowly varying function and its behavior

Let $S$ denote a random walk that satisfies Spitzer's condition $$ \frac{1}{n} \sum _{k=1}^n P (S_k > 0 ) \to \rho$$ for some $\rho \in (0,1)$. From the book Regular Variation (Bingham, Goldie, Teugel …
MMM's user avatar
  • 121
4 votes
1 answer
185 views

Asymptotics of a quotient related to a simple random walk

Let $\lambda_0 < \lambda_1$ and $\lambda_0 \lambda_1 > 1$ (i.e. at least $\lambda_1 > 1$). Further, let $S_n$ denote a simple random walk with increment distribution $$ P(X = 0)= P(X= 1) = 1/2.$$ Note …
MMM's user avatar
  • 121
1 vote
2 answers
352 views

Asymptotic behavior of a random geometric sum

Let $S_n$ denote a simple random walk with i.i.d. increments $X_i$ such that $P(X_1 = 0) = P(X_1=1) = 1/2$, i.e. $$S_0 = 0, \ S_n = X_1 + \dots + X_n.$$ The behavior of $S_n$ as $n \to \infty$ is clea …
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  • 121