{"id":1214,"date":"2024-04-15T15:48:59","date_gmt":"2024-04-15T13:48:59","guid":{"rendered":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/?p=1214"},"modified":"2024-05-27T09:14:28","modified_gmt":"2024-05-27T07:14:28","slug":"basic-statistical-modelling-course-with-rstudio","status":"publish","type":"post","link":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/2024\/04\/15\/basic-statistical-modelling-course-with-rstudio\/","title":{"rendered":"Basic Statistical Modelling course with RStudio"},"content":{"rendered":"\n<p>The Basic Statistical Modelling course with RStudio will be held at Campus UAB on May 14, 16, 21 and 22, 2024, from 10:00 to 13:30.<\/p>\n\n\n\n<p><a href=\"https:\/\/eformularis.uab.cat\/en\/web\/sea\/preinscripcio\" data-type=\"link\" data-id=\"https:\/\/eformularis.uab.cat\/en\/web\/sea\/preinscripcio\">Link to pre-register course form<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Presentation<\/h2>\n\n\n\n<p><strong>R is a free and open program<\/strong> (<a href=\"https:\/\/www.r-project.org\/\" data-type=\"link\" data-id=\"https:\/\/www.r-project.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">www.r-project.org<\/a>) that is increasingly establishing itself as the most widely used statistical package in research and university education, although it is currently present in the business sector. Failure to provide a menu-based environment makes it has a slower learning curve, but once overcome makes it an excellent tool for statistical analysis, programming functions and graphical representation of results.<\/p>\n\n\n\n<p>The Basic Statistical Modelling with RStudio Course is designed with a practical purpose to learn the basic tools of statistical modelling with RStudio. The necessary syntax will be provided for the student to replicate and explore. Emphasis will be placed on the implementation and interpretation of results in RStudio.<\/p>\n\n\n\n<p>To take this course, the assistant must use his own laptop.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Professors<\/h2>\n\n\n\n<p><strong>Anabel Blasco<\/strong> &#8211; Training Area Coordinator SEA, UAB<\/p>\n\n\n\n<p><strong>Ester Boixadera<\/strong> &#8211; Statistical Consultant Mathematics department, UAB<\/p>\n\n\n\n<p><strong>Oliver Valero<\/strong> &#8211; Statistical Consultant Mathematics department, UAB<\/p>\n\n\n\n<p><strong>Ana V\u00e1zquez<\/strong> &#8211; Statistical Consultant SEA, UAB<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Course Program<\/h2>\n\n\n\n<p><strong>Sesi\u00f3n 1: Regresi\u00f3n Lineal Simple<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modelo de Regresi\u00f3n Lineal Simple.\n<ul class=\"wp-block-list\">\n<li>Inferencia en la Regresi\u00f3n Lineal Simple.<\/li>\n\n\n\n<li>Descomposici\u00f3n de la variabilidad.<\/li>\n\n\n\n<li>An\u00e1lisis de los residuos.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Transformaciones.<\/li>\n\n\n\n<li>Modelo de Regresi\u00f3n Lineal M\u00faltiple.\n<ul class=\"wp-block-list\">\n<li>Colinealidad.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>Sesi\u00f3n 2: Modelo ANOVA<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introducci\u00f3n al modelo ANOVA.\n<ul class=\"wp-block-list\">\n<li>Estimaci\u00f3n de par\u00e1metros.<\/li>\n\n\n\n<li>Estimaci\u00f3n de medias e Intervalos de Confianza.<\/li>\n\n\n\n<li>Comparaciones 2 a 2.<\/li>\n\n\n\n<li>Ajuste por multiplicidad de contrastes.<\/li>\n\n\n\n<li>Validaci\u00f3n del modelo.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>ANOVA de dos factores.<\/li>\n\n\n\n<li>Interacciones.<\/li>\n<\/ul>\n\n\n\n<p><strong>Sesi\u00f3n 3: Modelo Lineal General (GLM)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introducci\u00f3n al GLM.<\/li>\n\n\n\n<li>Estimaci\u00f3n de par\u00e1metros.<\/li>\n\n\n\n<li>Sumas de cuadrados.<\/li>\n\n\n\n<li>Validaci\u00f3n del modelo.<\/li>\n\n\n\n<li>Otros conceptos.<\/li>\n\n\n\n<li>Metodolog\u00eda GLM.<\/li>\n<\/ul>\n\n\n\n<p><strong>Sesi\u00f3n 4: Modelo de Regresi\u00f3n Log\u00edstica<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Introducci\u00f3n.<\/li>\n\n\n\n<li>Modelo de Regresi\u00f3n Log\u00edstica.<\/li>\n\n\n\n<li>Ajuste del modelo e interpretaci\u00f3n de los coeficientes.<\/li>\n\n\n\n<li>Bondad del ajuste.<\/li>\n\n\n\n<li>Odds Ratio.<\/li>\n\n\n\n<li>Otros modelos.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Audience<\/h2>\n\n\n\n<p>The Basic Statistical Modelling Course with RStudio is addressed to university students, teachers and professionals who want to acquire knowledge of Basic Statistical Modelling in RStudio..<\/p>\n\n\n\n<p>The course will take place face-to-face at the UAB Campus.<\/p>\n\n\n\n<p><strong>To take this course, the assistant must use his own laptop.<\/strong><\/p>\n\n\n\n<p><strong>Prerequisites:<\/strong><\/p>\n\n\n\n<p><strong>Previous knowledge of programs for processing databases and spreadsheets.<br>Previous knowledge of Basics Statistical use in R, or having completed the Basic Statistics with RStudio Course.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Organization details<\/h2>\n\n\n\n<p>The <strong>Basic Statistical Modelling course with RStudio<\/strong> will be held on <strong>May 14, 16, 21 and 22, 2024, from 10:00 to 13:30<\/strong>.<\/p>\n\n\n\n<p>The course duration is 14 hours.<\/p>\n\n\n\n<p>For the realization of the course, the minimum number of participants is 10 and maximum is 20.<\/p>\n\n\n\n<p><a href=\"https:\/\/eformularis.uab.cat\/en\/web\/sea\/preinscripcio\" data-type=\"link\" data-id=\"https:\/\/eformularis.uab.cat\/en\/web\/sea\/preinscripcio\" target=\"_blank\" rel=\"noreferrer noopener\">Link to pre-register course form<\/a><\/p>\n\n\n\n<p>Once we received your form we will send an email to confirm that either you have an assigned place or you are on the waiting list.<\/p>\n\n\n\n<p><strong>Course organized by department of Mathematics of UAB with the collaboration of Servei d&#8217;Estad\u00edstica Aplicada.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Registration fees (2024):<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-829b1d53 wp-block-columns-is-layout-flex\" style=\"margin-bottom:0\">\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-81531e513b788d768419261c96463ecc is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#ffe97d;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading\" id=\"single\" style=\"font-size:40px\">UAB<\/h2>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-white-color has-text-color has-background no-border-radius wp-element-button\" style=\"background-color:#000000\">before APRIL 28th:<br>190,18 \u20ac<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"has-normal-font-size\" style=\"line-height:1.5\"><strong>UAB rate: <\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>People belonging to the UAB university community (PAS, PDI, students) <\/strong><\/li>\n\n\n\n<li><strong>Students from other universities (required copy of degree registration).<\/strong><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-white-color has-text-color has-background no-border-radius wp-element-button\" style=\"background-color:#000000\"> AFTER april 28th:<br>290,18 \u20ac<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-text-color has-background has-link-color wp-elements-c3dafa3e912bd08bf174c6e19dc71217 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#000000;background-color:#d1d1e1;padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\">\n<h2 class=\"wp-block-heading\" id=\"family\" style=\"font-size:40px\">External<\/h2>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link has-white-color has-text-color has-background no-border-radius wp-element-button\" style=\"background-color:#000000\">before APRIL 28th:<br>333,27 \u20ac<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"has-normal-font-size\" style=\"line-height:1.5\"><strong>External rate:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>People not belonging to the UAB community.<\/strong><\/li>\n\n\n\n<li><strong>People who wants an invoice addressed to a company\/institution.<\/strong><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-default\" \/>\n\n\n\n<div class=\"wp-block-buttons alignfull is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-fill\"><a class=\"wp-block-button__link has-white-color has-text-color has-background no-border-radius wp-element-button\" style=\"background-color:#000000\">AFTER april 28th:<br>433,27 \u20ac<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>The rate\/fee is assigned by the person\/institution\/company that made the payment.<\/p>\n\n\n\n<p><strong>Discounts<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Special discounts for unemployed people, with the apply or renew of the application for unemployment benefits.<\/li>\n\n\n\n<li>Special discounts for groups of the same company. Send e-mail to <a href=\"mailto:gr.asm.ktt@uab.cat\">gr.asm.ktt@uab.cat<\/a><\/li>\n\n\n\n<li>Not cumulative discounts.<\/li>\n<\/ul>\n\n\n\n<p><strong>Payment details:<\/strong><\/p>\n\n\n\n<p>Once the pre-registration is completed you will receive an email informing of the details for the registration payment or if you&#8217;re in waiting list.<\/p>\n\n\n\n<p>Once the payment of the course has been made there will be no refund unless there are circumstances beyond one\u2019s con<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Basic Statistical Modelling course with RStudio will be held at Campus UAB on May 14, 16, 21 and 22, 2024, from 10:00 to 13:30. Link to pre-register course form Presentation R is a free and open program (www.r-project.org) that is increasingly establishing itself as the most widely used statistical package in research and university [&hellip;]<\/p>\n","protected":false},"author":85,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-1214","post","type-post","status-publish","format-standard","hentry","category-realizedtraining"],"_links":{"self":[{"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/posts\/1214","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/users\/85"}],"replies":[{"embeddable":true,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/comments?post=1214"}],"version-history":[{"count":3,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/posts\/1214\/revisions"}],"predecessor-version":[{"id":1250,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/posts\/1214\/revisions\/1250"}],"wp:attachment":[{"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/media?parent=1214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/categories?post=1214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/webs.uab.cat\/advancedstochasticmodelling\/wp-json\/wp\/v2\/tags?post=1214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}