{"id":349,"date":"2023-02-15T15:10:16","date_gmt":"2023-02-15T15:10:16","guid":{"rendered":"https:\/\/w1.aua.gr\/agribusiness\/?post_type=courses&#038;p=349"},"modified":"2023-03-12T11:58:34","modified_gmt":"2023-03-12T11:58:34","slug":"statistics","status":"publish","type":"courses","link":"https:\/\/w1.aua.gr\/library\/en\/courses\/statistics\/","title":{"rendered":"Statistics"},"content":{"rendered":"\n<p>After 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>&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<\/ul>\n\n\n\n<p>complete a research project that employs simple statistical inference comply to ethical issues.<\/p>\n\n\n\n<p><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>After this course, the student is expected to be able to: complete a research [&hellip;]<\/p>\n","protected":false},"featured_media":113,"template":"","semester":[124],"level":[144],"choice":[148],"direction":[152,248],"lab-theory":[245],"class_list":["post-349","courses","type-courses","status-publish","has-post-thumbnail","hentry","semester-1semester-eng","level-undergraduate-eng","choice-compulsory","direction-general-en","direction-skills","lab-theory-theorys"],"acf":[],"_links":{"self":[{"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/courses\/349","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/types\/courses"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/media\/113"}],"wp:attachment":[{"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/media?parent=349"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/semester?post=349"},{"taxonomy":"level","embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/level?post=349"},{"taxonomy":"choice","embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/choice?post=349"},{"taxonomy":"direction","embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/direction?post=349"},{"taxonomy":"lab-theory","embeddable":true,"href":"https:\/\/w1.aua.gr\/library\/wp-json\/wp\/v2\/lab-theory?post=349"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}