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Titlebook: Sums of Independent Random Variables; Valentin V. Petrov Book 1975 Springer-Verlag Berlin · Heidelberg 1975 Grenzwertsatz.Random Variables

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Laws of Large Numbers,We shall consider a sequence of random variables {.; . = 1, 2, ...}. By definition, this sequence converges in probability to the random variable . if P(│. − .│ ≧ .) → 0 for every fixed . > 0. In this case we use the notation..
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Theorems on Convergence to Infinitely Divisible Distributions,ion function .(.) can serve as a limit of this kind. For, if the random variable . has the distribution function .(.) for every ., and if . ≡ 0 for all . and for . > 1, then the sum (1.1) has the distribution .(.) for all ..
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Probability Distributions and Characteristic Functions,of most of the statements are omitted; they can be found in the texts of, among others, Gnedenko [23], Feller [147, 148], Loève [64] and Lukacs [286]. Proofs of some of the more specialized results are given here.
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Asymptotic Expansions in the Central Limit Theorem,xclude the trivial case when all . Have degenerate distributions. Thus, . > 0 for all sufficiently large . and we shall consider only such .. Let . denote the cumulant of order ., and .(.) the characteristic function, of .; and let .(.) be the characteristic function of the sum.. We expand the logar
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Valentin V. Petrovg car, artificial intelligence has tremendously spurred the technology in automated and assisted driving. During testing, the self-driving car has driven ten billion miles in simulation. In actual driving, the UK has set a milestone in self-driving vehicle history when a modified Nissan Leaf complet
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g car, artificial intelligence has tremendously spurred the technology in automated and assisted driving. During testing, the self-driving car has driven ten billion miles in simulation. In actual driving, the UK has set a milestone in self-driving vehicle history when a modified Nissan Leaf complet
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