{"id":1080,"date":"2023-07-15T13:49:57","date_gmt":"2023-07-15T10:49:57","guid":{"rendered":"https:\/\/w1.aua.gr\/efp\/?post_type=courses&#038;p=1080"},"modified":"2023-07-15T13:49:58","modified_gmt":"2023-07-15T10:49:58","slug":"statistical-data-analysis-using-statistical-packages","status":"publish","type":"courses","link":"https:\/\/w1.aua.gr\/efp\/en\/courses\/statistical-data-analysis-using-statistical-packages\/","title":{"rendered":"Statistical Data Analysis Using Statistical Packages"},"content":{"rendered":"\n<p><strong>Upon completion of this course, the student is expected to be able to:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>translate a research question into a statistical hypothesis &nbsp;or\/and&nbsp; into a regression model when given a data group and the type of experimental design or sampling procedure<\/li>\n\n\n\n<li>apply estimation and testing methods&nbsp; in order to make data-based decisions<\/li>\n\n\n\n<li>model and investigate relationships between two or more variables within a regression framework<\/li>\n\n\n\n<li>apply checks for method\u2019s assumptions<\/li>\n\n\n\n<li>comprehend and interpret correctly the statistical significance<\/li>\n\n\n\n<li>interpret results correctly, effectively, and in context without relying on statistical jargon<\/li>\n\n\n\n<li>comprehend the notion of uncertainty which is always contained in statistical inference critique data-based claims and evaluate data-based decisions<\/li>\n\n\n\n<li>complete a research project that employs simple statistical inference<\/li>\n\n\n\n<li>use statistical software to summarize data numerically and visually, and to perform data analysis<\/li>\n\n\n\n<li>comply to ethical issues.&nbsp;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Upon completion of this course, the student is expected to be able to:<\/p>\n","protected":false},"featured_media":958,"template":"","semester":[132,134],"level":[144],"choice":[148,146],"direction":[152],"lab-theory":[245],"katefthinsi":[],"class_list":["post-1080","courses","type-courses","status-publish","has-post-thumbnail","hentry","semester-5semester-eng","semester-6semester-eng","level-undergraduate-eng","choice-compulsory","choice-elective","direction-general-en","lab-theory-theorys"],"acf":[],"_links":{"self":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/courses\/1080","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/types\/courses"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/media\/958"}],"wp:attachment":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/media?parent=1080"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/semester?post=1080"},{"taxonomy":"level","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/level?post=1080"},{"taxonomy":"choice","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/choice?post=1080"},{"taxonomy":"direction","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/direction?post=1080"},{"taxonomy":"lab-theory","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/lab-theory?post=1080"},{"taxonomy":"katefthinsi","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/katefthinsi?post=1080"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}