TY - JOUR
T1 - Moments of the first descending epoch for a random walk with negative drift
AU - Foss, Sergey
AU - Prasolov, Timofei
N1 - Funding Information:
The work is supported by Mathematical Center in Akademgorodok, Russia under agreement No. 075-15-2022-282 with the Ministry of Science and Higher Education of the Russian Federation.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/10
Y1 - 2022/10
N2 - We consider the first descending ladder epoch τ=min{n≥1:S n≤0} of a random walk S n=∑ 1 nξ i,n≥1 with i.d.d. summands having a negative drift Eξ=−a<0. Let ξ +=max(0,ξ 1). It is well-known that, for any α>1, the finiteness of E(ξ +) α implies the finiteness of Eτ α and, for any λ>0, the finiteness of Eexp(λξ +) implies that of Eexp(cτ) where c>0 is, in general, another constant that depends on the distribution of ξ 1. We consider the intermediate case, assuming that Eexp(g(ξ +))<∞ for a positive increasing function g such that lim inf x→∞g(x)/logx=∞ and lim sup x→∞g(x)/x=0, and that Eexp(λξ +)=∞, for all λ>0. Assuming a few further technical assumptions, we show that then Eexp((1−ɛ)g((1−δ)aτ))<∞, for any ɛ,δ∈(0,1).
AB - We consider the first descending ladder epoch τ=min{n≥1:S n≤0} of a random walk S n=∑ 1 nξ i,n≥1 with i.d.d. summands having a negative drift Eξ=−a<0. Let ξ +=max(0,ξ 1). It is well-known that, for any α>1, the finiteness of E(ξ +) α implies the finiteness of Eτ α and, for any λ>0, the finiteness of Eexp(λξ +) implies that of Eexp(cτ) where c>0 is, in general, another constant that depends on the distribution of ξ 1. We consider the intermediate case, assuming that Eexp(g(ξ +))<∞ for a positive increasing function g such that lim inf x→∞g(x)/logx=∞ and lim sup x→∞g(x)/x=0, and that Eexp(λξ +)=∞, for all λ>0. Assuming a few further technical assumptions, we show that then Eexp((1−ɛ)g((1−δ)aτ))<∞, for any ɛ,δ∈(0,1).
KW - Descending ladder epoch
KW - Existence of moments
KW - Heavy tail
KW - Negative drift
KW - Random walk
UR - http://www.scopus.com/inward/record.url?scp=85132405993&partnerID=8YFLogxK
U2 - 10.1016/j.spl.2022.109547
DO - 10.1016/j.spl.2022.109547
M3 - Article
SN - 0167-7152
VL - 189
JO - Statistics and Probability Letters
JF - Statistics and Probability Letters
M1 - 109547
ER -