2021•StatRequires access

Approximation of the quasi‐deviance function for the time‐changed Lévy processes by the first‐exit time of the inverse Gaussian subordinator

Farouk Mselmi

Open publisher page 4 citations

Abstract

In this paper, we approximate the link and variance functions of the natural exponential family generated by the distribution of the class of time‐changed Lévy processes by the first‐exit time of the inverse Gaussian subordinator. These results lead us to get an approximation for the quasi‐deviance function.

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What this paper is about

In this paper, we approximate the link and variance functions of the natural exponential family generated by the distribution of the class of time‐changed Lévy processes by the first‐exit time of the inverse Gaussian subordinator. These results lead us to get an approximation for the quasi‐deviance function.

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OpenAlex reports 4 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

In this paper, we approximate the link and variance functions of the natural exponential family generated by the distribution of the class of time‐changed Lévy processes by the first‐exit time of the inverse Gaussian subordinator. These results lead us to get an approximation for the quasi‐deviance function.

Key concepts: Subordinator, Inverse Gaussian distribution, Deviance (statistics), Exponential function, Inverse, Mathematics, Gaussian, Inverse function

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