نتایج جستجو برای: random variates generation

تعداد نتایج: 627873  

2004
DIRK P. KROESE

The estimation of P(Sn > u) by simulation, where Sn is the sum of independent, identically distributed random varibles Y1, . . . , Yn, is of importance inmany applications. We propose two simulation estimators based upon the identity P(Sn > u) = nP(Sn > u, Mn = Yn), where Mn = max(Y1, . . . , Yn). One estimator uses importance sampling (for Yn only), and the other uses conditional Monte Carlo c...

2008
Neil H. Spencer Neil Spencer

In this paper we propose a new method for overcoming the problem of adjusting for the multiple testing problem in the context of testing random number generators. We suggest it is to be used in conjunction with an existing method. More generally, the method can be useful in other situations where the multiple testing issue is encountered and the tests involved are not independent of each other,...

2004
LIH-YUAN DENG

Let U and V be independent random variables with continuous density function on the interval (0, 1). We describe families of functions g for which uniformity of U and V is equivalent to uniformity of g(U, V) on (0, 1). These results axe used to prescribe methods for improving the quality of pseudo-random number generators by making them closer in distribution to the U(0, 1) distribution.

Journal: :npj Quantum Information 2016

Journal: :Journal of Statistical Software 2012

Journal: :Theoretical Computer Science 2005

Journal: :IEEE Access 2021

This paper begins with the characterization of sum M versions cascaded α-μ (equivalently, N * (α-μ)) distributed random variates (RVs), and later on, explores feasibility applicability obtained results in recent proposed reconfigurable intelligent surface (RIS)-assisted communications. More spec...

Journal: :Mathematics 2023

This paper presents a comprehensive exploration of probabilistic adaptation the Eneström–Kakeya theorem, applied to random polynomials featuring various coefficient distributions. Unlike deterministic rendition our study dispenses with necessity any specific order. Instead, we consider coefficients drawn from spectrum sets diverse probability distributions, encompassing finite, countable, and u...

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