{"id":20322,"date":"2025-06-04T16:01:23","date_gmt":"2025-06-04T10:31:23","guid":{"rendered":"https:\/\/ducc.du.ac.in\/wp3\/?page_id=20322"},"modified":"2025-06-04T16:51:04","modified_gmt":"2025-06-04T11:21:04","slug":"smartpls","status":"publish","type":"page","link":"https:\/\/ducc2.du.ac.in\/wp3\/smartpls\/","title":{"rendered":"SmartPLS"},"content":{"rendered":"\t\t
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For DU Faculty members –<\/strong><\/p>

–\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Login to your Samarth portal \u2013\u00a0https:\/\/du.samarth.ac.in<\/a>
–\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0Governance -> IT Service Desk – > Request for BioRender
–\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0In Details, please mention your official DU email (.du.ac.in<\/a>)\u00a0<\/p>

\u00a0Please Click here for software download<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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SmartPLS<\/strong> is a widely used software tool for Partial Least Squares Structural Equation Modeling (PLS-SEM)<\/strong>, a statistical approach primarily used in social sciences, marketing, management, and related fields for analyzing complex cause-effect relationship models involving latent variables.<\/p>\n

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Key Features of SmartPLS:<\/strong><\/h3>\n
    \n
  1. \nPLS-SEM Modeling<\/strong>:

    <\/p>\n

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    • \nIdeal for exploratory research, prediction, and theory development.\n<\/li>\n
    • \nHandles complex models with multiple constructs and indicators.\n<\/li>\n
    • \nUseful when data does not meet normal distribution assumptions.

      <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

    • \nUser-Friendly Interface<\/strong>:

      <\/p>\n

        \n
      • \nVisual drag-and-drop model building.

        <\/p>\n<\/li>\n

      • \nInteractive diagrams for path models.

        <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

      • \nBootstrapping & Significance Testing<\/strong>:

        <\/p>\n

          \n
        • \nEstimate confidence intervals and test path significance.

          <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

        • \nMeasurement Model Evaluation<\/strong>:

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            \n
          • \nAssess reliability and validity (e.g., Cronbach’s alpha, AVE, Composite Reliability).

            <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

          • \nStructural Model Evaluation<\/strong>:

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              \n
            • \nExamine R\u00b2, path coefficients, f\u00b2 effect sizes, and predictive relevance (Q\u00b2).

              <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

            • \nMulti-group Analysis<\/strong>:

              <\/p>\n

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              • \nCompare model estimates across different groups (e.g., gender, country).

                <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

              • \nMediation and Moderation Analysis<\/strong>:

                <\/p>\n

                  \n
                • \nExplore indirect effects and interaction effects.

                  <\/p>\n<\/li>\n<\/ul>\n<\/li>\n

                • \nImport\/Export Capabilities<\/strong>:

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                    \n
                  • \nSupports Excel, CSV, SPSS, and other data formats. 

                    <\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

                    For DU Faculty members – –          Login to your Samarth portal \u2013 https:\/\/du.samarth.ac.in –          Governance -> IT Service Desk – > Request for […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-20322","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/pages\/20322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/comments?post=20322"}],"version-history":[{"count":0,"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/pages\/20322\/revisions"}],"wp:attachment":[{"href":"https:\/\/ducc2.du.ac.in\/wp3\/wp-json\/wp\/v2\/media?parent=20322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}