Microergodicity effects on ebullition of methane modelled by Mixed Poisson process with Pareto mixing variable

Pavlina Jordanova; J. Dusek; Milan Stehlik

doi:10.1016/j.chemolab.2013.08.006

Microergodicity effects on ebullition of methane modelled by Mixed Poisson process with Pareto mixing variable

Pavlina Jordanova
, J. Dusek
, Milan Stehlik

Department of Data Acquisition and Data Quality

Research output: Contribution to journal › Article › peer-review

Abstract

We model the process of exceedences of the ebullition of methane from wetlands in the sedge–grass marsh,South Bohemia, Czech Republic by a Mixed Poisson process with mixing variable that is Pareto distributed. We investigate the properties of this process and describe it as a particular case of a counting process. We define Mixed Poisson Pareto random variable, Exponential–Pareto and Erlang–Pareto distributions and investigate their properties.

Original language	English
Pages (from-to)	124-134
Number of pages	11
Journal	Chemometrics and Intelligent Laboratory Systems
Volume	128
DOIs	https://doi.org/10.1016/j.chemolab.2013.08.006
Publication status	Published - 15 Oct 2013

Fields of science

101029 Mathematical statistics
101018 Statistics

JKU Focus areas

Computation in Informatics and Mathematics

Access to Document

10.1016/j.chemolab.2013.08.006

Cite this

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title = "Microergodicity effects on ebullition of methane modelled by Mixed Poisson process with Pareto mixing variable",

abstract = "We model the process of exceedences of the ebullition of methane from wetlands in the sedge–grass marsh,South Bohemia, Czech Republic by a Mixed Poisson process with mixing variable that is Pareto distributed. We investigate the properties of this process and describe it as a particular case of a counting process. We define Mixed Poisson Pareto random variable, Exponential–Pareto and Erlang–Pareto distributions and investigate their properties.",

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year = "2013",

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AU - Jordanova, Pavlina

AU - Dusek, J.

AU - Stehlik, Milan

PY - 2013/10/15

Y1 - 2013/10/15

N2 - We model the process of exceedences of the ebullition of methane from wetlands in the sedge–grass marsh,South Bohemia, Czech Republic by a Mixed Poisson process with mixing variable that is Pareto distributed. We investigate the properties of this process and describe it as a particular case of a counting process. We define Mixed Poisson Pareto random variable, Exponential–Pareto and Erlang–Pareto distributions and investigate their properties.

AB - We model the process of exceedences of the ebullition of methane from wetlands in the sedge–grass marsh,South Bohemia, Czech Republic by a Mixed Poisson process with mixing variable that is Pareto distributed. We investigate the properties of this process and describe it as a particular case of a counting process. We define Mixed Poisson Pareto random variable, Exponential–Pareto and Erlang–Pareto distributions and investigate their properties.

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UR - https://www.scopus.com/pages/publications/84883698426

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DO - 10.1016/j.chemolab.2013.08.006

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JO - Chemometrics and Intelligent Laboratory Systems

JF - Chemometrics and Intelligent Laboratory Systems

ER -

Microergodicity effects on ebullition of methane modelled by Mixed Poisson process with Pareto mixing variable

Abstract

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Model selection

Cite this

Microergodicity effects on ebullition of methane modelled by Mixed Poisson process with Pareto mixing variable

Abstract

Fields of science

JKU Focus areas

Access to Document

Other files and links

Projects

Model selection

Cite this