{"id":10080,"date":"2024-07-23T22:35:49","date_gmt":"2024-07-23T22:35:49","guid":{"rendered":"https:\/\/idea-m.com\/?page_id=10080"},"modified":"2024-10-08T14:16:36","modified_gmt":"2024-10-08T14:16:36","slug":"iem-1-1quantitative-methods-and-statistical-applications","status":"publish","type":"page","link":"https:\/\/idea-m.com\/index.php\/iem-1-1quantitative-methods-and-statistical-applications\/","title":{"rendered":"IEM.1-1 Quantitative methods and statistical applications"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div data-vc-full-width=\"true\" data-vc-full-width-init=\"false\" class=\"vc_row wpb_row vc_row-fluid vc_column-gap-10 wd-parallax wd-rs-6600785140e38 wd-section-stretch\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\t\t\t<link rel=\"stylesheet\" id=\"wd-section-title-css\" href=\"https:\/\/idea-m.com\/wp-content\/themes\/woodmart\/css\/parts\/el-section-title.min.css?ver=7.5.2\" type=\"text\/css\" media=\"all\" \/> \t\t\t\t\t\t<link rel=\"stylesheet\" id=\"wd-section-title-style-under-and-over-css\" href=\"https:\/\/idea-m.com\/wp-content\/themes\/woodmart\/css\/parts\/el-section-title-style-under-and-over.min.css?ver=7.5.2\" type=\"text\/css\" media=\"all\" \/> \t\t\t\t\t\t<link rel=\"stylesheet\" id=\"wd-mod-highlighted-text-css\" href=\"https:\/\/idea-m.com\/wp-content\/themes\/woodmart\/css\/parts\/mod-highlighted-text.min.css?ver=7.5.2\" type=\"text\/css\" media=\"all\" \/> \t\t\t\n\t\t<div id=\"wd-66a02f6c129c5\" class=\"title-wrapper wd-wpb set-mb-s reset-last-child  wd-rs-66a02f6c129c5 wd-title-color-primary wd-title-style-underlined text-left  wd-underline-colored\">\n\t\t\t\n\t\t\t<div class=\"liner-continer\">\n\t\t\t\t<h4 class=\"woodmart-title-container title  wd-font-weight- wd-fontsize-l\" >\u0399\u0395\u039c.1-1 Quantitative methods and statistical applications<\/h4>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\n\t\t<\/div><\/div><\/div><\/div><div class=\"vc_row-full-width vc_clearfix\"><\/div><div data-vc-full-width=\"true\" data-vc-full-width-init=\"false\" class=\"vc_row wpb_row vc_row-fluid vc_custom_1711306875946 vc_column-gap-10 wd-rs-6600786b4a76e wd-section-stretch\"><div class=\"wpb_column vc_column_container vc_col-sm-8\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\t\t\t<link rel=\"stylesheet\" id=\"wd-text-block-css\" href=\"https:\/\/idea-m.com\/wp-content\/themes\/woodmart\/css\/parts\/el-text-block.min.css?ver=7.5.2\" type=\"text\/css\" media=\"all\" \/> \t\t\t\t\t<div id=\"wd-67053e72d78fa\" class=\"wd-text-block wd-wpb reset-last-child wd-rs-67053e72d78fa text-left \">\n\t\t\t<p><b><span data-contrast=\"auto\">Instructors:<\/span><\/b> <a href=\"https:\/\/idea-m.com\/index.php\/maria-hatzaki\/\"><span data-contrast=\"auto\">M. Hatzaki<\/span><\/a><span data-contrast=\"auto\">;<\/span><span data-contrast=\"auto\"><a href=\"https:\/\/idea-m.com\/index.php\/margarita-dimiza\/\"> M. Dimiza<\/a>; <a href=\"https:\/\/idea-m.com\/index.php\/elisavet-skampa\/\">E. Skampa<\/a><\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:1162,&quot;335559739&quot;:120,&quot;335559740&quot;:240,&quot;335559991&quot;:1162,&quot;469777462&quot;:&#091;360,1701,1134&#093;,&quot;469777927&quot;:&#091;0,0,0&#093;,&quot;469777928&quot;:&#091;0,0,1&#093;}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">SEMESTER:<\/span><\/b><span data-contrast=\"auto\"> 1<\/span><span data-contrast=\"auto\">st<\/span><span data-contrast=\"auto\">\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:240,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">LEARNING OUTCOMES<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:240,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<p>The aim of the course is to provide students with the ability to handle the main statistical analysis tools that will help them in the computational part of their work. In this context, the course teaches the main concepts of descriptive and explanatory statistics, hypothesis testing, etc. The students familiarize with data visualization and the use of statistical software and programming languages.<\/p>\n<p><b><span data-contrast=\"none\">CONTENT<\/span><\/b><span data-contrast=\"none\">:\u00a0<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:240,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Theoretical content (lectures)<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:0,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701,284,1134&#093;,&quot;469777927&quot;:&#091;0,0,0,0&#093;,&quot;469777928&quot;:&#091;0,0,1,1&#093;}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Introduction to SPSS and PAST<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Introduction to R programming<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Descriptive statistics<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Data visualization<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Theoretical distributions<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"auto\">Confidence intervals<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"auto\">Hypothesis testing and significance tests<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"8\" data-aria-level=\"1\"><span data-contrast=\"auto\">Analysis of variance<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"9\" data-aria-level=\"1\"><span data-contrast=\"auto\">Regression analysis and correlation\u00a0<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-contrast=\"auto\">Cluster analysis<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"11\" data-aria-level=\"1\"><span data-contrast=\"auto\">Multivariate statistical methods<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"12\" data-aria-level=\"1\"><span data-contrast=\"auto\">Introduction to spectral methods<\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"41\" data-list-defn-props=\"{&quot;134224900&quot;:true,&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:473,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"13\" data-aria-level=\"1\"><span data-contrast=\"auto\">Environmental applications of the taught methods <\/span><span data-ccp-props=\"{&quot;134245418&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;284&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">BREAKDOWN OF WORKLOAD<\/span><\/b><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/p>\n<table data-tablestyle=\"Custom\" data-tablelook=\"0\" aria-rowcount=\"5\">\n<tbody>\n<tr aria-rowindex=\"1\">\n<td data-celllook=\"4353\"><b><span data-contrast=\"none\">Activity<\/span><\/b><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<td data-celllook=\"273\"><b><span data-contrast=\"none\">Semester Workload (hours)<\/span><\/b><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"2\">\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Lectures<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:-90,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;335559991&quot;:23,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">52<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"3\">\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Study for the exams<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:-90,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:23,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">33<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"4\">\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Practical exercises<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">40<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"5\">\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Total<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><b><span data-contrast=\"auto\">125<\/span><\/b><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;134245529&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><b><span data-contrast=\"none\">STUDENT EVALUATION\/GRADING<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:240,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The evaluation process is conducted in English, either with progress in separate sections of the material or with the final examination of the whole material and includes:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The final grade is formed through a series of tests that include:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">1. LECTURES (50%) <\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;360&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf02d\" data-font=\"Symbol\" data-listid=\"23\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf02d&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Understanding and applying the data analysis methods during the semester<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;360&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">2. PRACTICAL EXERCISES (50%)<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;360&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u2012\" data-font=\"Calibri\" data-listid=\"44\" data-list-defn-props=\"{&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:831,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Calibri&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u2012&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Written examination with exercises and problem solving<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:360,&quot;469777462&quot;:&#091;360&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">A total pass mark is required from both assignments<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:357,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240,&quot;335559991&quot;:187,&quot;469777462&quot;:&#091;360&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;0&#093;}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">SUGGESTED LITERATURE<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:113,&quot;335559738&quot;:240,&quot;335559739&quot;:40,&quot;335559740&quot;:240,&quot;335559991&quot;:113,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"40\" data-list-defn-props=\"{&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:&#091;9642&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><i><span data-contrast=\"auto\">Schaum\u2019s Outline of Theory and Problems of PROBABILITY AND STATISTICS, Murray S. Spiegel, McGraw-Hill, 2nd Edition, 2000\u00a0<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"40\" data-list-defn-props=\"{&quot;335551500&quot;:1199898,&quot;335552541&quot;:1,&quot;335559685&quot;:360,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Wingdings&quot;,&quot;469769242&quot;:&#091;9642&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0a7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><i><span data-contrast=\"auto\">Dan E. Kelley. Oceanographic Analysis with R. Springer-Verlag, New York, 2018; ISBN 978-1-4939-8842-6<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:259,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"none\">Website<\/span><\/b><b><span data-contrast=\"none\">:<\/span><\/b><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:240,&quot;335559739&quot;:60,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;3402&#093;,&quot;469777927&quot;:&#091;0&#093;,&quot;469777928&quot;:&#091;4&#093;}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/eclass.uoa.gr\/courses\/GEOL655\/\"><span data-contrast=\"none\">https:\/\/eclass.uoa.gr\/courses\/GEOL655\/<\/span><\/a><span data-contrast=\"auto\">\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:60,&quot;335559740&quot;:240,&quot;469777462&quot;:&#091;360,1701&#093;,&quot;469777927&quot;:&#091;0,0&#093;,&quot;469777928&quot;:&#091;1,1&#093;}\">\u00a0<\/span><\/p>\n\t\t<\/div>\n\t\t<div class=\"vc_row wpb_row vc_inner vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id=\"wd-66a8fbde3384d\" class=\" wd-rs-66a8fbde3384d vc_custom_1722350572337 wd-button-wrapper text-left\"><a href=\"https:\/\/idea-m.com\/index.php\/syllabus\/\" title=\"Syllabus\" class=\"btn btn-color-primary btn-style-link btn-style-rectangle btn-size-extra-large btn-icon-pos-right\">Back to Syllabus<span class=\"wd-btn-icon\"><span class=\"wd-icon fas fa-book-open\"><\/span><\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-4 wd-rs-66a431fb3d5ee\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_left wpb_animate_when_almost_visible wpb_fadeIn fadeIn\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<a href=\"https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-1300x624.jpg\" target=\"_self\" class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"1300\" height=\"624\" src=\"https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-1300x624.jpg\" class=\"vc_single_image-img attachment-large\" alt=\"\" title=\"diagram\" srcset=\"https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-1300x624.jpg 1300w, https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-400x192.jpg 400w, https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-768x369.jpg 768w, https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram-1536x738.jpg 1536w, https:\/\/idea-m.com\/wp-content\/uploads\/2024\/07\/diagram.jpg 1624w\" sizes=\"auto, (max-width: 1300px) 100vw, 1300px\" \/><\/a>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row-full-width vc_clearfix\"><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t\t<div id=\"wd-66a0301fd579c\" class=\"title-wrapper wd-wpb set-mb-s reset-last-child  wd-rs-66a0301fd579c wd-title-color-primary wd-title-style-underlined text-left  wd-underline-colored\">\n\t\t\t\n\t\t\t<div class=\"liner-continer\">\n\t\t\t\t<h4 class=\"woodmart-title-container title  wd-font-weight- wd-fontsize-m\" >Course EVALUTATION<\/h4>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\n\t\t<\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"\u0399\u0395\u039c.1-1 Quantitative methods and statistical applications Instructors: M. Hatzaki; M. Dimiza; E. 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