{"id":8673,"date":"2025-07-15T21:11:59","date_gmt":"2025-07-15T18:11:59","guid":{"rendered":"https:\/\/www.econ.uoa.gr\/course\/qnt302-%cf%83%cf%84%ce%b1%cf%84%ce%b9%cf%83%cf%84%ce%b9%ce%ba%ce%ae-iii\/"},"modified":"2026-04-17T14:31:50","modified_gmt":"2026-04-17T11:31:50","slug":"qnt302-statistics-iii","status":"publish","type":"course","link":"https:\/\/www.econ.uoa.gr\/en\/course\/qnt302-statistics-iii\/","title":{"rendered":"QNT302 - Statistics III - 5th semester"},"content":{"rendered":"<p><strong>\u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae III<\/strong><\/p>\n<p>\u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2: QNT302<br \/>\n\u0395\u03be\u03ac\u03bc\u03b7\u03bd\u03bf: 5\u03bf<br \/>\n\u0394\u03b9\u03b4\u03ac\u03c3\u03ba\u03bf\u03bd\u03c4\u03b5\u03c2: \u039a. \u039c\u03c0\u03b9\u03c3\u03b9\u03ce\u03c4\u03b7\u03c2<\/p>\n<p><strong>Content<\/strong><\/p>\n<p><strong>Purpose:<\/strong><\/p>\n<p>Included is material necessary as a general theoretical background for the understanding and further study of issues of Statistical and Econometric methodology, as well as more specific methods, classical and non-classical, which are useful in the analysis of stochastic models of particular interest to the economist.<\/p>\n<p><strong>Content:<\/strong><\/p>\n<ul>\n<li>Summary of Probability Theory<\/li>\n<li>Rotor function and characteristic function. Distribution of random variable functions<\/li>\n<li>Eugenics: Effectiveness, adequacy, consistency and other asymptotic properties. Law of large numbers and central limit theorem. Cramer-Rao barrier. Moment and maximum likelihood estimators<\/li>\n<li>Hypothesis tests: Neyman-Pearson lemma, homomorphic maximum power criteria, monotonic likelihood ratio criteria, generalised likelihood ratio criteria<\/li>\n<\/ul>\n<p><strong>Teaching aids<\/strong><\/p>\n<p>Greek:<br \/>\n\u039a\u03bf\u03ba\u03bf\u03bb\u03ac\u03ba\u03b7\u03c2 &amp; \u03a6\u03bf\u03c5\u03c3\u03ba\u03ac\u03ba\u03b7\u03c2, \u03a3\u03a4\u0391\u03a4\u0399\u03a3\u03a4\u0399\u039a\u0397 &#8211; \u0398\u03b5\u03c9\u03c1\u03af\u03b1 &amp; \u0395\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2, \u0395\u03ba\u03b4. \u03a3\u03c5\u03bc\u03b5\u03ce\u03bd, 2009<br \/>\nK. Drakatos, STATISTICS, Ed. Papazisis, 1984.<br \/>\nForeign language:<br \/>\nMood A.M., Graybill F. &amp; Boes D.C., Introduction to the Theory of Statistics, McGraw-Hill, 1974<br \/>\nGarthwaite P., Jolliffe I.A. &amp; Jones B., Statistical Inference, Oxford University Press, 2002<\/p>","protected":false},"parent":0,"template":"","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":""},"course-type":[70,76],"semester":[82],"class_list":{"0":"post-8673","1":"course","2":"type-course","3":"status-publish","5":"course-type-70","6":"course-type-76","7":"semester-82"},"acf":[],"_links":{"self":[{"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/course\/8673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/types\/course"}],"wp:attachment":[{"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/media?parent=8673"}],"wp:term":[{"taxonomy":"course-type","embeddable":true,"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/course-type?post=8673"},{"taxonomy":"semester","embeddable":true,"href":"https:\/\/www.econ.uoa.gr\/en\/wp-json\/wp\/v2\/semester?post=8673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}