{"id":1646,"date":"2024-06-20T10:21:07","date_gmt":"2024-06-20T10:21:07","guid":{"rendered":"https:\/\/w1.aua.gr\/etda\/?post_type=courses&#038;p=1646"},"modified":"2024-06-20T10:21:08","modified_gmt":"2024-06-20T10:21:08","slug":"statistics","status":"publish","type":"courses","link":"https:\/\/w1.aua.gr\/etda\/en\/courses\/statistics\/","title":{"rendered":"Statistics"},"content":{"rendered":"\n<p>Upon completion of this course, the student is expected to be able to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>distinguish stochastic and deterministic phenomena and experiments<\/li>\n\n\n\n<li>using enumeration methods and basic probability tools<\/li>\n\n\n\n<li>apply simple probability calculus<\/li>\n\n\n\n<li>recognize the practical value and importance of probabilities in the understanding of stochastic phenomena and experiments<\/li>\n\n\n\n<li>describe and summarize data<\/li>\n\n\n\n<li>translate a research question into a statistical hypothesis 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 in order to make data-based decisions<\/li>\n\n\n\n<li>identify the selected method\u2019s assumptions and keep in mind that it is required to apply checks for them<\/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<\/li>\n\n\n\n<li>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>comply to ethical issues.<\/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":113,"template":"","semester":[130],"level":[144],"choice":[148],"direction":[150],"lab-theory":[245],"class_list":["post-1646","courses","type-courses","status-publish","has-post-thumbnail","hentry","semester-4semester-eng","level-undergraduate-eng","choice-compulsory","direction-specialization","lab-theory-theorys"],"acf":[],"_links":{"self":[{"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/courses\/1646","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/types\/courses"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/media\/113"}],"wp:attachment":[{"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/media?parent=1646"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/semester?post=1646"},{"taxonomy":"level","embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/level?post=1646"},{"taxonomy":"choice","embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/choice?post=1646"},{"taxonomy":"direction","embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/direction?post=1646"},{"taxonomy":"lab-theory","embeddable":true,"href":"https:\/\/w1.aua.gr\/etda\/wp-json\/wp\/v2\/lab-theory?post=1646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}