<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "JATS-journalpublishing1.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JDS</journal-id>
      <journal-title-group>
        <journal-title>Journal of Data Science</journal-title>
      </journal-title-group>
      <issn pub-type="epub">1680-743X</issn>
      <issn pub-type="ppub">1680-743X</issn>
      <publisher>
        <publisher-name>SOSRUC</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">140204</article-id>
      <article-id pub-id-type="doi">10.6339/JDS.201604_14(2).0004</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Kumaraswamy Transmuted-G Family of Distributions: Properties and Applications</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Afify</surname>
            <given-names>Ahmed Z.</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_000"/>
        </contrib>
        <aff id="j_JDS_aff_000">Department of Statistics, Mathematics and Insurance, Benha University, Egypt</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Cordeiro</surname>
            <given-names>Gauss M.</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_001"/>
        </contrib>
        <aff id="j_JDS_aff_001">Departamento de Estatística, Universidade Federal de Pernambuco, Brazil</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Yousof</surname>
            <given-names>Haitham M.</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_002"/>
        </contrib>
        <aff id="j_JDS_aff_002">Department of Statistics, Mathematics and Insurance, Benha University, Egypt</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Alzaatreh</surname>
            <given-names>Ayman</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Nofal</surname>
            <given-names>Zohdy M.</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_004"/>
        </contrib>
        <aff id="j_JDS_aff_004">Department of Statistics, Mathematics and Insurance, Benha University, Egypt</aff>
      </contrib-group>
      <volume>14</volume>
      <issue>2</issue>
      <fpage>245</fpage>
      <lpage>270</lpage>
      <permissions>
        <ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/"/>
      </permissions>
      <abstract>
        <p>Abstract: We introduce a new class of continuous distributions called the Ku maraswamy transmuted-G family which extends the transmuted class defined by Shaw and Buckley (2007). Some special models of the new family are provided. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, generating function, Rényi and Shannon entropies, order statistics and probability weighted moments are derived. The maximum likelihood is used for estimating the model parameters. The flexibility of the generated family is illustrated by means of two applications to real data sets.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>Generating Function</kwd>
        <kwd>Kumaraswamy-G Family</kwd>
        <kwd>Maximum Likelihood</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
