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

作者：Jordanova P; Dusek J; Stehlik M^*

来源：Chemometrics and Intelligent Laboratory Systems, 2013, 128: 124-134.

DOI：10.1016/j.chemolab.2013.08.006

• Environmental chemistry
• Ebullition of methane
• Mixed Poisson processes
• Renewal process
• Pareto distribution
• Moving average process
• Robust statistics
• Sedge-grass marsh

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.

• 出版日期2013-10-15