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  <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">173</article-id>
	  <article-id pub-id-type="doi">10.6339/JDS.201707_15(3).0005</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Generalized Odd Generalized Exponential Family of Distributions: Properties, Characterizations and Application</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Alizadeh</surname>
            <given-names>Morad</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_000"/>
        </contrib>
        <aff id="j_JDS_aff_000">Department of Statistics, Faculty of Sciences, Persian Gulf University, Iran</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Ghosh</surname>
            <given-names>Indranil</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_001"/>
        </contrib>
        <aff id="j_JDS_aff_001">Department of Mathematics and Statistics, University of North Carolina, USA</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>Rasekhi</surname>
            <given-names>Mahdi</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_003"/>
        </contrib>
        <aff id="j_JDS_aff_003">Department of Statistics, Malayer University, Iran</aff>
        <contrib contrib-type="author">
          <name>
            <surname>Hamedani</surname>
            <given-names>G.G.</given-names>
          </name>
          <xref ref-type="aff" rid="j_JDS_aff_004"/>
        </contrib>
        <aff id="j_JDS_aff_004">DepartmentofMathematics, Statistics and Computer Science, Marquette University, USA</aff>
      </contrib-group>
      <volume>15</volume>
      <issue>3</issue>
      <fpage>443</fpage>
      <lpage>466</lpage>
      <permissions>
        <ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/"/>
      </permissions>
      <abstract>
        <p>We introduce a new class of distributions called the generalized odd generalized exponential family. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions, R𝑒́nyi, Shannon and q-entropies, order statistics and probability weighted moments are derived. We also propose bivariate generalizations. We constructed a simple type Copula and intro-duced a useful stochastic property. The maximum likelihood method is used for estimating the model parameters. The importance and flexibility of the new family are illustrated by means of two applications to real data sets. We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors via a simulation study.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>Characterizations</kwd>
        <kwd>Generalized Odd Generalized exponential-G Family</kwd>
        <kwd>Generating Function</kwd>
        <kwd>Moments</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
