{"id":2894,"date":"2023-05-26T12:02:13","date_gmt":"2023-05-26T12:02:13","guid":{"rendered":"https:\/\/interfinance.tsue.uz\/?p=2894"},"modified":"2023-05-26T12:04:29","modified_gmt":"2023-05-26T12:04:29","slug":"harnessing-the-power-of-artificial-neural-networks-for-advanced-statistical-analysis","status":"publish","type":"post","link":"https:\/\/interfinance.tsue.uz\/?p=2894","title":{"rendered":"HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS"},"content":{"rendered":"<p style=\"text-align: center;\"><strong>Mukhitdinova Munavvarhon Khayotovna,<\/strong><\/p>\n<p style=\"text-align: center;\"><em>Doctoral student of the 3rd year of the Institute for<\/em><\/p>\n<p style=\"text-align: center;\"><em>&nbsp;Advanced Training of Personnel and Statistical Research<br>\n<\/em><em>Email: mmunavvar<\/em><em>@<\/em><em>mail<\/em><em>.<\/em><em>ru<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong><em>Abstract. <\/em><\/strong><em>This article provides a comprehensive review of the use of Artificial Neural Networks (ANNs) in advanced statistical analysis. <\/em><em>Due to the growing complexity and scale of data, traditional statistical methods often do not provide accurate and reliable analysis. ANNs, with their inherent ability to model non-linear relationships and process multidimensional data, are an effective solution. Methodological developments, practical applications and problems arising from the use of ANN for statistical research are analysed.<\/em><\/p>\n<p><em>&nbsp;<\/em><strong><em>Keywords<\/em><\/strong><strong><em>:<\/em><\/strong> <em>Artificial Neural Networks, Statistical Analysis, Literature Review, Methodological Developments, Practical Applications, Future Directions.<\/em><\/p>\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/interfinance.tsue.uz\/wp-content\/uploads\/2023\/05\/22Mukhitdinova-Munavvarhon-Khayotovna.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of 22Mukhitdinova-Munavvarhon-Khayotovna.\"><\/object><a id=\"wp-block-file--media-2128de95-06f6-4483-ab7f-a3eaf87e1f9e\" href=\"https:\/\/interfinance.tsue.uz\/wp-content\/uploads\/2023\/05\/22Mukhitdinova-Munavvarhon-Khayotovna.pdf\">22Mukhitdinova-Munavvarhon-Khayotovna<\/a><a href=\"https:\/\/interfinance.tsue.uz\/wp-content\/uploads\/2023\/05\/22Mukhitdinova-Munavvarhon-Khayotovna.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-2128de95-06f6-4483-ab7f-a3eaf87e1f9e\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Mukhitdinova Munavvarhon Khayotovna, Doctoral student of the 3rd year of the Institute for &nbsp;Advanced Training of Personnel and Statistical Research Email: mmunavvar@mail.ru &nbsp; Abstract. This article provides a comprehensive review of the use of Artificial Neural Networks (ANNs) in advanced <a href=\"https:\/\/interfinance.tsue.uz\/?p=2894\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56],"tags":[],"class_list":["post-2894","post","type-post","status-publish","format-standard","hentry","category-2023-2-issue-1-6"],"_links":{"self":[{"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/posts\/2894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2894"}],"version-history":[{"count":2,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/posts\/2894\/revisions"}],"predecessor-version":[{"id":2898,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=\/wp\/v2\/posts\/2894\/revisions\/2898"}],"wp:attachment":[{"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/interfinance.tsue.uz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}