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thresholdmodeling: A Python package for modeling excesses over a threshold using the Peak-Over-Threshold Method and the Generalized Pareto Distribution

Iago Pereira Lemos; Antônio Marcos Gonçalves Lima; Marcus Antônio Viana Duarte


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  <identifier identifierType="DOI">10.5281/zenodo.3661338</identifier>
  <creators>
    <creator>
      <creatorName>Iago Pereira Lemos</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-5829-7711</nameIdentifier>
      <affiliation>Acoustics and Vibration Laboratory, Federal University of Uberlândia</affiliation>
    </creator>
    <creator>
      <creatorName>Antônio Marcos Gonçalves Lima</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-0170-6083</nameIdentifier>
      <affiliation>School of Mechanical Engineering, Federal University of Uberlândia</affiliation>
    </creator>
    <creator>
      <creatorName>Marcus Antônio Viana Duarte</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8166-5666</nameIdentifier>
      <affiliation>Acoustics and Vibration Laboratory, Federal University of Uberlândia</affiliation>
    </creator>
  </creators>
  <titles>
    <title>thresholdmodeling: A Python package for modeling excesses over a threshold using the Peak-Over-Threshold Method and the Generalized Pareto Distribution</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <dates>
    <date dateType="Issued">2020-02-10</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3661338</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/iagolemos1/thresholdmodeling/tree/0.0.1</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3661337</relatedIdentifier>
  </relatedIdentifiers>
  <version>0.0.1</version>
  <rightsList>
    <rights rightsURI="https://opensource.org/licenses/LGPL-3.0">GNU Lesser General Public License v3.0 only</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;ul&gt;
	&lt;li&gt;
	&lt;p&gt;This package is intended for those who wish to conduct an extreme values analysis. It provides the whole toolkit necessary to create a threshold model in a simple and efficient way, presenting the main methods towards the Peak-Over-Threshold method and the fit in the Generalized Pareto Distribution.&lt;/p&gt;
	&lt;/li&gt;
	&lt;li&gt;
	&lt;p&gt;For more informations like installations, user guide, package documentations and more, see the &lt;a href="https://github.com/iagolemos1/thresholdmodeling"&gt;GitHub Page&lt;/a&gt;.&lt;/p&gt;
	&lt;/li&gt;
&lt;/ul&gt;</description>
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