Invariance Theorems for First Passage Time Random Variables
Canadian mathematical bulletin, Tome 15 (1972) no. 2, pp. 171-176

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Let X 1X 2,... be i.i.d. r.v. with EX=μ>0, and E(X-μ)2 = σ2<∞.Let S k =X 1+...+X k and v x =max{k:S k ≤x}, x≥0 and v x =0 if X 1>x. Billingsley [1] proved if X1≥0 then converges weakly to the Wiener measure W.Let τx (ω)=inf{k≥1|S k >x}. In §2 we prove that converges weakly to the Wiener measure when the X's may not necessarily be nonnegative. Also we indicate that this result can be extended to the nonidentical case.
Basu, A. K. Invariance Theorems for First Passage Time Random Variables. Canadian mathematical bulletin, Tome 15 (1972) no. 2, pp. 171-176. doi: 10.4153/CMB-1972-031-9
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     title = {Invariance {Theorems} for {First} {Passage} {Time} {Random} {Variables}},
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