{"id":4816,"date":"2024-12-19T05:49:17","date_gmt":"2024-12-19T05:49:17","guid":{"rendered":"https:\/\/science.sjp.ac.lk\/mat\/?page_id=4816"},"modified":"2024-12-19T05:49:43","modified_gmt":"2024-12-19T05:49:43","slug":"amt-377-2-0-computational-statistics","status":"publish","type":"page","link":"https:\/\/science.sjp.ac.lk\/mat\/amt-377-2-0-computational-statistics\/","title":{"rendered":"AMT 377 2.0 Computational Statistics"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text]<\/p>\n<p><strong>Course:\u00a0AMT 377 2.0 Computational Statistics<\/strong>\u00a0<strong>(Compulsory)<\/strong><\/p>\n\n<p><strong>Course content:<\/strong><\/p>\n\n<p style=\"text-align: justify;\">Introduction to R; Objects, their modes and attributes (Vectors, Matrices, Lists, Data Frames, Factors), Data Input\/Output, descriptive methods, R graphs\/ Tables, Pattern data, arbitrary data, data from probability distributions, IF, ELSE, Logical operations, FOR and WHILE loops, Working with different R packages that are used to different tests and operations, Parametric and non-parametric tests for hypothesis testing on mean and median, Confidence intervals, linear models, extracting data from outputs, empirical power of tests, Functions and arguments, provide a function as a solution for a problem, Simulation studies<\/p>\n\n<p><strong>Recommended Readings:<\/strong><\/p>\n\n\n<ol type=\"1\">\n<li style=\"list-style-type: none;\">\n<ol type=\"1\"><\/p>\n<li>Crawley, M.J. (2007). <em>The R book. <\/em>John Willey &amp; Sons.<\/li>\n\n\n<li>Chambers,J.M. (2008). <em>Software for Data Analysis: Programming with R. <\/em>Springer.<\/li>\n\n\n<li>Rizzo,M.L. (2007). <em>Statistical computing with R. <\/em>Chapman &amp; Hall.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n<p>&nbsp;<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] Course:\u00a0AMT 377 2.0 Computational Statistics\u00a0(Compulsory) Course content: Introduction to R; Objects, their modes and attributes (Vectors, Matrices, Lists, Data Frames, Factors), Data Input\/Output, descriptive methods, R graphs\/ Tables, Pattern data, arbitrary data, data from probability distributions, IF, ELSE, Logical operations, FOR and WHILE loops, Working with different R packages that are used to different &hellip; <a href=\"https:\/\/science.sjp.ac.lk\/mat\/amt-377-2-0-computational-statistics\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">AMT 377 2.0 Computational Statistics<\/span><\/a><\/p>\n","protected":false},"author":33,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_ti_tpc_template_sync":false,"_ti_tpc_template_id":"","footnotes":""},"_links":{"self":[{"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/pages\/4816"}],"collection":[{"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/comments?post=4816"}],"version-history":[{"count":2,"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/pages\/4816\/revisions"}],"predecessor-version":[{"id":4819,"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/pages\/4816\/revisions\/4819"}],"wp:attachment":[{"href":"https:\/\/science.sjp.ac.lk\/mat\/wp-json\/wp\/v2\/media?parent=4816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}