{"id":275,"date":"2023-05-03T11:35:31","date_gmt":"2023-05-03T16:35:31","guid":{"rendered":"https:\/\/dev.intermetperu.com\/?p=275"},"modified":"2023-07-24T17:11:39","modified_gmt":"2023-07-24T22:11:39","slug":"statistical-methods-for-minerals-engineers","status":"publish","type":"post","link":"https:\/\/intermetperu.com\/en\/cursos\/statistical-methods-for-minerals-engineers\/","title":{"rendered":"STATISTICAL METHODS FOR MINERALS ENGINEERS"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"275\" class=\"elementor elementor-275\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-de1e0ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"7693\" data-id=\"de1e0ca\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3512cb\" data-eae-slider=\"38489\" data-id=\"f3512cb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-90ce3b7 elementor-widget elementor-widget-text-editor\" data-id=\"90ce3b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4><span style=\"color: rgb(255, 255, 255); --darkreader-inline-color: #dcdbd8;\" data-darkreader-inline-color=\"\">ANALYTICA TOOLS FOR MINERAL PROCESSING STUDIES<\/span><\/h4>\n<h4><span style=\"font-size: 16px; color: rgb(255, 255, 255); --darkreader-inline-color: #dcdbd8;\" data-darkreader-inline-color=\"\">Iicio \/ Cursos OnLine \/<\/span><span style=\"color: rgb(85, 85, 85); font-size: 16px; --darkreader-inline-color: #a9a39a;\" data-darkreader-inline-color=\"\">&nbsp;<\/span><span style=\"--darkreader-inline-color: #d1e656; color: rgb(219, 242, 88);\" data-darkreader-inline-color=\"\"><span style=\"font-size: 16px;\">Analytica tools for mineral processing studies<\/span><\/span><\/h4>\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<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-f871fc9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"8127\" data-id=\"f871fc9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-a2f6090\" data-eae-slider=\"15009\" data-id=\"a2f6090\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ad0ce8 elementor-widget elementor-widget-eae-content-switcher\" data-id=\"5ad0ce8\" data-element_type=\"widget\" data-widget_type=\"eae-content-switcher.skin1\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"eae-content-switcher-wrapper eae-cs-layout-skin1\" data-style=\"skin1\" data-atab=\"4435506\">\n\t\t\t\t<!--Header Secion Start-->\n\t\t\t\t\t\t<div class=\"eae-cs-switch-container\">\n\t\t\t<div class=\"eae-cs-switch-wrapper\">\n\t\t\t\t\t\t\t\t\t<div class=\"eae-cs-label-wrapper\">\n\t\t\t\t\t\t<a href=\"#\" class=\"eae-content-switch-button active\">\n\t\t\t\t\t\t\t<div id=\"4435506\" class=\"eae-cs-icon-align-left eae-content-switch-label\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>OBJECTIVES<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"eae-cs-label-wrapper\">\n\t\t\t\t\t\t<a href=\"#\" class=\"eae-content-switch-button\">\n\t\t\t\t\t\t\t<div id=\"2fa7cc6\" class=\"eae-cs-icon-align-left eae-content-switch-label\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>COURSE TOPICS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"eae-cs-label-wrapper\">\n\t\t\t\t\t\t<a href=\"#\" class=\"eae-content-switch-button\">\n\t\t\t\t\t\t\t<div id=\"286e8b0\" class=\"eae-cs-icon-align-left eae-content-switch-label\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>INSTRUCTORS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"eae-cs-label-wrapper\">\n\t\t\t\t\t\t<a href=\"#\" class=\"eae-content-switch-button\">\n\t\t\t\t\t\t\t<div id=\"824be3d\" class=\"eae-cs-icon-align-left eae-content-switch-label\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>POSTER<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<!--Header Secion End-->\n\t\t\t\t\t\t<div class=\"eae-cs-content-container\">\n\t\t\t\t\t<div class=\"eae-cs-content-wrapper\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"eae-content-section-4435506 eae-cs-content-section active\" id=\"4435506\">\n\t\t\t\t\t\t\t\t<h4><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-3445 size-large\" src=\"http:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-1024x1024.png\" alt=\"M\u00e9todos Estad\u00edsticos (cuadrado )-03\" width=\"800\" height=\"800\" srcset=\"https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-1024x1024.png 1024w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-300x300.png 300w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-150x150.png 150w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-768x768.png 768w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-1536x1536.png 1536w, https:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Metodos-Estadisticos-cuadrado-03-2048x2048.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/h4><h4 style=\"text-align: left;\">EXECUTIVE SUMMARY<\/h4><p style=\"text-align: left;\">The short course will present essential statistical tools which are helpful for metallurgists. The course will develop applied knowledge of statistics through many practical examples for mineral processing engineers. The short course is designed in four modules to explain the basics of statistics in module one and the main statistical tools used in technical studies and plant trials by metallurgists in modules two and three. Module four will focus on key aspects of regression, which is important for establishing relationships between observation and measurements.<\/p><h4 style=\"text-align: left;\">TARGET AUDIENCE<\/h4><p style=\"text-align: left;\">This short course covers all the basics. Therefore, this course could be beneficial for both junior and senior metallurgists and students at various levels. The short course will provide metallurgists and laboratory technicians with a basic understanding of statistics and statistical analysis. This will allow metallurgists and laboratory technicians to use statistical tools and methods in their daily work and ensure their studies and trials follows a sound statistical approach.<\/p><p style=\"text-align: left;\">A practical approach is taken when covering all the topics in the short course, with a number of practical examples and hands-on examples for attendees to ensure effective delivery of course materials. The prerequisites for attendees are engineering degrees and experience in metallurgical processes (comminution, flotation, dewatering, etc.).<\/p><h4 style=\"text-align: left;\">CASE STUDIES<\/h4><p style=\"text-align: left;\">- Gold assay variation in Muck pile<br \/>- Haulage Trucks load variation<br \/>- Cyclone slurry pump failures<br \/>- Investigating flotation chemical trials, etc.<\/p><h5 style=\"text-align: left;\">\u00a0<\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"eae-content-section-2fa7cc6 eae-cs-content-section\" id=\"2fa7cc6\">\n\t\t\t\t\t\t\t\t<h4 style=\"text-align: left;\">COURSE CONTENTS<\/h4><p style=\"text-align: left;\">The short course is organised into 4 modules, as shown in the list below. The course is offered online.<\/p><h4 style=\"text-align: left;\">CASE STUDIES<\/h4><p style=\"text-align: left;\">- Gold assay variation in Muck pile<br \/>- Haulage Trucks load variation<br \/>- Cyclone slurry pump failures<br \/>- Investigating flotation chemical trials, etc.<\/p><h5 style=\"text-align: left;\">MODULE I<\/h5><p style=\"text-align: left;\">Basics<\/p><ul style=\"text-align: left;\"><li>Basics of statistics<\/li><li>Normal distribution<\/li><li>Small sample statistical inference<\/li><\/ul><h5 style=\"text-align: left;\">MODULE II<\/h5><p style=\"text-align: left;\">Statistical analysis tools<\/p><ul style=\"text-align: left;\"><li>Large sample statistical inference<\/li><li>Analysis of variance (ANOVA)<\/li><li>The Chi-Squared distribution<\/li><\/ul><h5 style=\"text-align: left;\">MODULE III<\/h5><p style=\"text-align: left;\">Practical<\/p><ul style=\"text-align: left;\"><li>Bimodal distribution<\/li><li>The Poisson distribution<\/li><li>Correlation<\/li><\/ul><h5 style=\"text-align: left;\">MODULE IV<\/h5><p style=\"text-align: left;\">Regression<\/p><ul><li style=\"text-align: left;\">Linear regression<\/li><li style=\"text-align: left;\">Non-linear regression<\/li><li style=\"text-align: left;\">Model selection for regression<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"eae-content-section-286e8b0 eae-cs-content-section\" id=\"286e8b0\">\n\t\t\t\t\t\t\t\t<h4><img decoding=\"async\" class=\"alignleft wp-image-257 size-full lazyload\" data-src=\"http:\/\/intermetperu.com\/wp-content\/uploads\/2023\/05\/MOHSEN_YAHYAEI.jpg\" alt=\"\" width=\"180\" height=\"240\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 180px; --smush-placeholder-aspect-ratio: 180\/240;\" \/><\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4>\u00a0<\/h4><h4 style=\"text-align: left;\">DR. MOHSEN YAHYAEI<\/h4><p style=\"text-align: left;\">Comminution Technical Solutions<br \/>University of Queensland, SMI, JKMRC<\/p><p style=\"text-align: left;\"><a href=\"http:\/\/researchers.uq.edu.au\/researcher\/2653\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/researchers.uq.edu.au\/researcher\/2653<\/a><\/p><p style=\"text-align: left;\">Mohsen Yahyaei is an expert in modelling, optimisation, and control of comminution circuits using novel approaches and tools at the Julius Kruttschnitt Mineral Research Centre (JKMRC) at the University of Queensland, Australia. Mohsen has extensive experience in conducting applied research, industry surveys and process optimisation. Mohsen works with major mining companies and equipment suppliers. He has successfully led large research projects funded by the industry. Mohsen has extensive experience working with mining companies and their operations for operational diagnosis and identifying performance improvement opportunities in particular.<\/p><p style=\"text-align: left;\">His interests include: process autonomy; dynamic modeling for process optimization and control; study of rock particle surface fracture; mechanistic approach to mill liner wear modeling.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"eae-content-section-824be3d eae-cs-content-section\" id=\"824be3d\">\n\t\t\t\t\t\t\t\t<p><img decoding=\"async\" class=\"alignnone wp-image-3429 size-large lazyload\" data-src=\"http:\/\/intermetperu.com\/wp-content\/uploads\/2023\/07\/Modulos-Metodos-Estadisticos-para-Ingenieros-Minerales_Mesa-de-trabajo-1-copia-4-2-724x1024.png\" alt=\"M\u00f3dulos M\u00e9todos Estad\u00edsticos para Ingenieros Minerales_Mesa de trabajo 1 copia 4 (2)\" width=\"724\" height=\"1024\" 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style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; font-size: 15px; margin: 6px;\">AUGUST 1 &#8211; 2, 2023<\/p><h2 style=\"margin: 6px; letter-spacing: 0.01em; font-size: 16px; font-family: Oswald, Arial, sans-serif; color: #222222;\">SCHEDULE :<\/h2><p><span style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; font-size: 15px;\">2:00PM TO 8:30PM (Peruvian Time<\/span><span style=\"font-family: ArchivoNarrowregular, Arial, sans-serif; font-size: 15px;\">)<\/span><\/p><div id=\"datos-productos\"><p><b>COURSE ONLINE<\/b>\u00a0<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2950b49 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2950b49\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span 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The course will develop applied knowledge of statistics through many practical examples for mineral processing engineers. The short course [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[5],"tags":[],"class_list":["post-275","post","type-post","status-publish","format-standard","hentry","category-cursos"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>STATISTICAL METHODS FOR MINERALS ENGINEERS - Intermetperu<\/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:\/\/intermetperu.com\/en\/cursos\/statistical-methods-for-minerals-engineers\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"STATISTICAL METHODS FOR MINERALS ENGINEERS - Intermetperu\" \/>\n<meta property=\"og:description\" content=\"ANALYTICA TOOLS FOR MINERAL PROCESSING STUDIES Iicio \/ Cursos OnLine \/&nbsp;Analytica tools for mineral processing studies OBJECTIVES COURSE TOPICS INSTRUCTORS POSTER EXECUTIVE SUMMARY The short course will present essential statistical tools which are helpful for metallurgists. 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