On closeness of two discrete weighted sums

Autor: Čekanavičius, Vydas, Vellaisamy, Palaniappan
Rok vydání: 2018
Předmět:
Zdroj: Modern Stochastics: Theory and Applications 2018, Vol. 5, No. 2, 207-224
Druh dokumentu: Working Paper
DOI: 10.15559/18-VMSTA103
Popis: The effect that weighted summands have on each other in approximations of $S=w_1S_1+w_2S_2+\cdots+w_NS_N$ is investigated. Here, $S_i$'s are sums of integer-valued random variables, and $w_i$ denote weights, $i=1,\dots,N$. Two cases are considered: the general case of independent random variables when their closeness is ensured by the matching of factorial moments and the case when the $S_i$ has the Markov Binomial distribution. The Kolmogorov metric is used to estimate the accuracy of approximation.
Comment: Published at https://doi.org/10.15559/18-VMSTA103 in the Modern Stochastics: Theory and Applications (https://www.i-journals.org/vtxpp/VMSTA) by VTeX (http://www.vtex.lt/)
Databáze: arXiv