{"id":247,"date":"2014-05-04T12:31:38","date_gmt":"2014-05-04T09:31:38","guid":{"rendered":"http:\/\/www.sjut.org\/math\/?page_id=247"},"modified":"2014-06-09T12:42:06","modified_gmt":"2014-06-09T09:42:06","slug":"mat212","status":"publish","type":"page","link":"http:\/\/www.sjut.org\/math\/index.php\/courselist\/mat212\/","title":{"rendered":"MAT212 Mathematical Statistics"},"content":{"rendered":"<h4>Latest news:<\/h4>\n<ul class=\"lcp_catlist\" id=\"lcp_instance_0\"><\/ul>\n<hr \/>\n<h4>Objective:<\/h4>\n<p>To develop a deeper understanding understanding statistical analysis, especially the use of sampling distributions and inferential statistics in identifying correlations, making estimates and testing hypotheses.<\/p>\n<h4>Contents:<\/h4>\n<p><strong>Research Design<\/strong>: Scientific Method, Measurement, Basics of Data Collection, Sampling Bias, Experimental Designs, Causation<\/p>\n<p><strong>Sampling Distributions<\/strong>: Sampling Distribution of the Mean, Difference Between Means, Sampling Distribution of Pearson&#8217;s r<\/p>\n<p><strong>Estimation theory<\/strong>: Introduction, Degrees of Freedom, Characteristics of Estimators: Bias and Precision, Point Estimates and Confidence Intervals, t Distribution, Difference between Means, Correlation, Proportion<\/p>\n<p><strong>Hypothesis Testing<\/strong>: Significance Testing, Type I and Type II Errors, One- and Two-Tailed Tests, Interpreting Significant Results, Interpreting Non-Significant Results, Steps in Hypothesis Testing, Significance Testing and Confidence Intervals<\/p>\n<p><strong>Testing Means and Analysis of Variance<\/strong>: Single Mean, Difference between Two Means, Pairwise Comparisons Among Means, ANOVA Designs, Between-Subjects and Within-Subjects Factors, One-Factor and Multi-Factor ANOVA, Unequal Sample Sizes, Within-Subjects ANOVA<\/p>\n<h4>Textbook:<\/h4>\n<p>David M. Lane et al, <em>Introduction to Statistics<\/em> (Online Edition), developed by Rice University, University of Houston Clear Lake, and Tufts University, <a title=\"Online Statistics Book\" href=\"http:\/\/onlinestatbook.com\/2\/index.html\" target=\"_blank\">http:\/\/onlinestatbook.com\/2\/index.html<\/a>.<\/p>\n<h4>References and Resources:<\/h4>\n<p>HyperStat Online Statistics Textbook, <a title=\"Hyperstat Online Statistics class\" href=\"http:\/\/davidmlane.com\/hyperstat\/index.html\" target=\"_blank\">http:\/\/davidmlane.com\/hyperstat\/index.html<\/a><\/p>\n<hr \/>\n<h4>Related Posts:<\/h4>\n<ul class=\"lcp_catlist\" id=\"lcp_instance_0\"><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Latest news: Objective: To develop a deeper understanding understanding statistical analysis, especially the use of sampling distributions and inferential statistics in identifying correlations, making estimates and testing hypotheses. Contents: Research [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":18,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[45,19],"_links":{"self":[{"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/pages\/247"}],"collection":[{"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/comments?post=247"}],"version-history":[{"count":8,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/pages\/247\/revisions"}],"predecessor-version":[{"id":429,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/pages\/247\/revisions\/429"}],"up":[{"embeddable":true,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/pages\/18"}],"wp:attachment":[{"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/media?parent=247"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sjut.org\/math\/index.php\/wp-json\/wp\/v2\/categories?post=247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}