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Titlebook: Applications of Discrete-time Markov Chains and Poisson Processes to Air Pollution Modeling and Stud; Eliane Regina Rodrigues,Jorge Albert

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發(fā)表于 2025-3-21 17:24:47 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Applications of Discrete-time Markov Chains and Poisson Processes to Air Pollution Modeling and Stud
影響因子2023Eliane Regina Rodrigues,Jorge Alberto Achcar
視頻videohttp://file.papertrans.cn/160/159374/159374.mp4
發(fā)行地址Focused volume on some stochastic models used to study problems related to environmental matters..Includes supplementary material:
學(xué)科分類SpringerBriefs in Mathematics
圖書封面Titlebook: Applications of Discrete-time Markov Chains and Poisson Processes to Air Pollution Modeling and Stud;  Eliane Regina Rodrigues,Jorge Albert
影響因子?In this brief we consider some stochastic models that may be used to study problems related to?environmental matters, in particular, air pollution.? The impact of exposure to?air pollutants on people‘s health is a very clear and well documented subject. Therefore, it is very?important to obtain ways to predict or explain the behaviour of pollutants in general. Depending?on the type of question that one is interested in answering, there are several of ways studying that?problem. Among them we may quote, analysis of the time series of the pollutants‘ measurements,?analysis of the information obtained directly from the data, for instance, daily, weekly or monthly?averages and standard deviations. Another way to study the behaviour of pollutants in general is?through mathematical models. In the mathematical framework we may have for instance deterministic or stochastic models. The type of models that we are going to consider in this brief are the?stochastic ones.?
Pindex Book 2013
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書目名稱Applications of Discrete-time Markov Chains and Poisson Processes to Air Pollution Modeling and Stud影響因子(影響力)




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978-1-4614-4644-6Eliane Regina Rodrigues 2013
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發(fā)表于 2025-3-22 14:29:53 | 只看該作者
Markov Chain Models,ed is related to the probability of having a pollutant’s concentration between two thresholds of interest. A particular case of this problem is related to the probability of surpassing or not surpassing environmental standards.
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發(fā)表于 2025-3-22 21:08:16 | 只看該作者
Active (Contour, Shape, Appearance) ModelsIn this chapter we present a brief introduction to Markov chain theory, Bayesian statistics, and Markov chain Monte Carlo methods. We also present a description of the types of problems that will be analyzed using Markov chain methods and Poisson models.
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Stan Z. Li (Professor),Anil Jain (Professor)In this chapter we consider some counting processes more general than the Poisson process to study the distribution of the time between surpassings of a given environmental standard.
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