Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Testarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Test
Article . 1998 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
zbMATH Open
Article . 1998
Data sources: zbMATH Open
versions View all 2 versions
addClaim

Natural exponential families associated to Pick functions

Authors: Malouche, Dhafer;

Natural exponential families associated to Pick functions

Abstract

The main purpose of the paper is to study the effect of a quadratic action on some classes of natural exponential families (NEFs) and to use it for deciding on the existence of certain NEFs whose variance functions have the form of Pick functions. Section 2 considers the group \(\text{SL}(2,{\mathbf R})\) of the \(2\times 2\) (invertible) real matrices with determinant 1, and defines a new quadratic action of \(\text{SL}(2,{\mathbf R})\) by the Moebius transforms \(h(x)= (ax+ b)/(cx+d)\) on the NEFs on \({\mathbf R}\). If \(V_F\) denotes the variance function of the NEF \(R\), then a quadratic action on \(F\) is proved to have a variance function of the form \((cm+d)^2V_F(h(m))\). Section 3 is devoted to a brief review of the properties of Pick functions. Pick functions are special analytic functions \(f\) on \(H^+=\{z\mid \text{Im} (z)>0\}\) such that \(f(H^+)\subset H^+\), and represent a basic tool used in the present work. Section 4 provides two classes of NEFs which are closed to the quadratic action of \(\text{SL}(2,{\mathbf R})\) on those NEFs, and whose images of their elements are easily described. Namely, when \(k'\) is the mean function of the NEF \(F\), and \(z\mapsto k'(z)\) and \(z\mapsto ak'(a \log z)\), with \(a\neq 0\), are Pick functions, then the new mean function \(h(k')\) associated to the quadratic action can be explicitly described. Section 5 proves that certain cubic NEFs belong to the NEF classes pointed out in Section 4. This fact entails in Section 6 a classification of the variance functions \(P(m)/m\), where the polynomial \(P\) has degree less than 3 and does not have complex zeroes.

Keywords

Pick functions, Characteristic functions; other transforms, Characterization and structure theory of statistical distributions, quadratic action, Miscellaneous topics of analysis in the complex plane, Probability distributions: general theory, Integration, integrals of Cauchy type, integral representations of analytic functions in the complex plane, variance function, natural exponential families

  • BIP!
    Impact byBIP!
    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).
    3
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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!
3
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!