{"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"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS - Journal of International Finance and Accounting<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/interfinance.tsue.uz\/?p=2894\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS - Journal of International Finance and Accounting\" \/>\n<meta property=\"og:description\" content=\"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 Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/interfinance.tsue.uz\/?p=2894\" \/>\n<meta property=\"og:site_name\" content=\"Journal of International Finance and Accounting\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-26T12:02:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-26T12:04:29+00:00\" \/>\n<meta name=\"author\" content=\"jurnal-admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"jurnal-admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894\"},\"author\":{\"name\":\"jurnal-admin\",\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/#\\\/schema\\\/person\\\/4a9988bcb6588f9a14bc8bf9802ad53a\"},\"headline\":\"HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS\",\"datePublished\":\"2023-05-26T12:02:13+00:00\",\"dateModified\":\"2023-05-26T12:04:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894\"},\"wordCount\":127,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/#organization\"},\"articleSection\":[\"2023-2-issue-1-6\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894\",\"url\":\"https:\\\/\\\/interfinance.tsue.uz\\\/?p=2894\",\"name\":\"HARNESSING THE POWER OF ARTIFICIAL NEURAL NETWORKS FOR ADVANCED STATISTICAL ANALYSIS - 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