{"id":1078,"date":"2023-07-15T13:50:35","date_gmt":"2023-07-15T10:50:35","guid":{"rendered":"https:\/\/w1.aua.gr\/efp\/?post_type=courses&#038;p=1078"},"modified":"2023-07-15T13:50:35","modified_gmt":"2023-07-15T10:50:35","slug":"statistics-2","status":"publish","type":"courses","link":"https:\/\/w1.aua.gr\/efp\/en\/courses\/statistics-2\/","title":{"rendered":"Statistics"},"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>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>&nbsp;translate a research question into a statistical hypothesis &nbsp;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>identify the selected method\u2019s assumptions &nbsp;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":991,"template":"","semester":[126],"level":[144],"choice":[148],"direction":[152],"lab-theory":[245],"katefthinsi":[],"class_list":["post-1078","courses","type-courses","status-publish","has-post-thumbnail","hentry","semester-2semester-eng","level-undergraduate-eng","choice-compulsory","direction-general-en","lab-theory-theorys"],"acf":[],"_links":{"self":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/courses\/1078","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\/991"}],"wp:attachment":[{"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/media?parent=1078"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/semester?post=1078"},{"taxonomy":"level","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/level?post=1078"},{"taxonomy":"choice","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/choice?post=1078"},{"taxonomy":"direction","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/direction?post=1078"},{"taxonomy":"lab-theory","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/lab-theory?post=1078"},{"taxonomy":"katefthinsi","embeddable":true,"href":"https:\/\/w1.aua.gr\/efp\/wp-json\/wp\/v2\/katefthinsi?post=1078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}