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            <name>Title</name>
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                <text>Faculty Publications</text>
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    <name>Article</name>
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          <name>Creator</name>
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              <text>Khudania, Harshita; Rajesh, Richu; Raju, David Chris</text>
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          <name>Title</name>
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              <text>On estimation of extropy for non-negative data with application on uniformity testing</text>
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          <name>Date</name>
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              <text>01-01-2026</text>
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          <name>Source</name>
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            <elementText elementTextId="212079">
              <text>Journal of Statistical Computation and Simulation;Volume;96;Issue;7;pp.1709-1727</text>
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              <text>&lt;a href="https://doi.org/10.1080/00949655.2025.2605498" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1080/00949655.2025.2605498&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/pages/publications/105025469866?origin=resultslist" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/pages/publications/105025469866?origin=resultslist&lt;/a&gt;</text>
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              <text>Khudania H., Department of Statistics and Data Science, Christ (Deemed to be University), Karnataka, Bengaluru, India; Rajesh R., Department of Statistics, Government Victoria College, Kerala, Palakkad, India; Raju D.C., Department of Statistics, Nirmala College Muvattupuzha, Kerala, Ernakulam, India</text>
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              <text>{Poisson weights-based density estimator is used to estimate the extropy function to the non-negative data}. The traditional class of nonparametric extropy estimators, typically constructed using kernel density estimators with symmetric kernels, is not well suited for non-negative data. To address this limitation, we propose two Poisson-weights-based density estimators that are naturally adapted to the non-negative domain. The asymptotic properties of the proposed estimators are rigorously established, providing theoretical support for their use. A comprehensive simulation study demonstrates that both estimators outperform their conventional kernel-based counterparts in terms of bias and mean squared error. Furthermore, we introduce uniformity tests based on extropy and obtain their critical values through simulation. The practical utility of the proposed methods is illustrated through analyses of real data sets.  2025 Informa UK Limited, trading as Taylor &amp;amp; Francis Group.</text>
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              <text>Extropy; Kernel estimator; mean squared error; Poisson weights; uniform testing</text>
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          <name>Publisher</name>
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              <text>Taylor and Francis Ltd.</text>
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              <text>ISSN: 949655;</text>
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              <text>Restricted Access; Hardcopy may be available in the library</text>
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              <text>online</text>
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