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Statistica Neerlandica
Article . 2022 . Peer-reviewed
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Article . 2022
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https://dx.doi.org/10.48550/ar...
Article . 2021
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The basic distributional theory for the product of zero mean correlated normal random variables

Authors: Robert E. Gaunt;

The basic distributional theory for the product of zero mean correlated normal random variables

Abstract

AbstractThe product of two zero mean correlated normal random variables, and more generally the sum of independent copies of such random variables, has received much attention in the statistics literature and appears in many application areas. However, many important distributional properties are yet to be recorded. This review paper fills this gap by providing the basic distributional theory for the sum of independent copies of the product of two zero mean correlated normal random variables. Properties covered include probability and cumulative distribution functions, generating functions, moments and cumulants, mode and median, Stein characterisations, representations in terms of other random variables, and a list of related distributions. We also review how the product of two zero mean correlated normal random variables arises naturally as a limiting distribution, with an example given for the distributional approximation of double Wiener‐Itô integrals.

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United Kingdom
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Keywords

product of zero mean correlated normal random variables, Probability (math.PR), FOS: Mathematics, Probability distributions: general theory, Central limit and other weak theorems, Exact distribution theory in statistics, Mathematics - Statistics Theory, Statistics Theory (math.ST), 60E05, 62E15, distributional theory, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
21
Top 10%
Top 10%
Top 10%
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