{"id":106,"date":"2023-01-05T22:44:37","date_gmt":"2023-01-05T22:44:37","guid":{"rendered":"https:\/\/faculty.tarleton.edu\/crawford\/?page_id=106"},"modified":"2024-10-16T20:13:09","modified_gmt":"2024-10-16T20:13:09","slug":"math-5305-statistical-models","status":"publish","type":"page","link":"https:\/\/faculty.tarleton.edu\/crawford\/math-5305-statistical-models\/","title":{"rendered":"Math 5305 Statistical Models"},"content":{"rendered":"\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/fa2019-m5305-010-craw-syllabus.docx\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/fa2019-m5305-010-craw-syllabus.docx\">Course Syllabus<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Exams<\/h2>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505FinalProject.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505FinalProject.pdf\">Final Project<\/a>&nbsp;due 12\/2<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/midterm-review.pdf\">Midterm Review<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Slides<\/h2>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Introduction.pdf\">Introduction<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch3.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch3.pdf\">Chapter 3<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch2and4.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch2and4.pdf\">Chapters 2 and 4<\/a>&nbsp; &nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Ch2and4Examples.txt\">Ch2and4Examples.txt<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/NotesContDist.pdf\">Notes on Continuous Distributions<\/a>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/NotesContDist.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/NotesContDist.pdf\">Tex File<\/a>&nbsp; (Contains an example where E(Y | X) = 0 for all X, but E(Y) does not exist.)<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch5.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Ch5.pdf\">Chapter 5<\/a>&nbsp; &nbsp; &nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/ftest.txt\">ftest.txt<\/a>&nbsp;&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/math-ed-example.txt\">f-test Examples<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Diagnostics.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/Diagnostics.pdf\">Diagnostics and Remedial Measures<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505LogisticRegression.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505LogisticRegression.pdf\">Logistic Regression and Discriminant Analysis<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505PrincipalComponents.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505PrincipalComponents.pdf\">Principal<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Labs<\/h2>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/SASexamples.txt\">SAS Examples<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab8.pdf\">Lab8<\/a>&nbsp;not to turn in&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab8Data.txt\">Lab8Data.txt<\/a>&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/LogisticRegressionFunctions.txt\">LogisticRegressionFunctions.txt<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab7.pdf\">Lab7<\/a>&nbsp;due by 12\/2 &nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab7Data.txt\">Lab7Data.txt<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab6.pdf\">Lab6<\/a>&nbsp;due by 11\/20&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab6Data.txt\">Lab6Data.txt<\/a>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/lab6-rfunctions.txt\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/03\/lab6-rfunctions.txt\">R Functions<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab5.pdf\">Lab5<\/a>&nbsp;due by 11\/13 &nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/GLScows.txt\">GLScows.txt<\/a>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/GLS2.txt\">GLS2.txt<\/a>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/GLS3.txt\">GLS3.txt<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab4.pdf\">Lab4<\/a>&nbsp;due by 11\/4&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/cows.txt\">cows.txt<\/a>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/SATMotherEd.txt\">SATMotherEd.txt<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505Lab3.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505Lab3.pdf\">Lab3<\/a>&nbsp;due by 10\/28<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505Lab2.pdf\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/505Lab2.pdf\">Lab2<\/a>&nbsp;due by 10\/9&nbsp;&nbsp;<a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab2Data.txt\">Lab2Data.txt<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/Lab0.pdf\">Lab1<\/a>&nbsp;due by 9\/30<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/introduction.txt\" data-type=\"URL\" data-id=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/introduction.txt\">Introduction.txt<\/a>&nbsp; (Open in Notepad.&nbsp; Then &#8220;Select All&#8221; and paste into R Studio&#8217;s script window.)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Homework<\/h2>\n\n\n\n<p>Hw8 due 10\/7: p. 49 (8, 9, 10, 15 (Find ahat and bhat. You do not have to find the standard errors. Be prepared to present ahat and bhat on Monday.))<br>Hw7 due 10\/2: p. 23 (1, 4) and p. 44 (1, 2, 4, 5). (Be prepared to present p. 45 (4) on Wed.)<br>Hw6 due 9\/25: p. 37 (1&#8211;6, 8). On problem 8, assume U is N x 1, and prove that cov(U) is nonnegative definite.&nbsp; You may ommit the part involving positive definiteness.<br>Hw5 due 9\/23: p. 35 (2, 3, 4) and p. 39 (3, 6). For the problems on p. 35, assume that A, U, and B are matrices with dimensions IxJ, JxK, and KxL, respectively. A and B are constants, while U is random (K=1 on problems 2 and 4).<br>Hw4 due 9\/18: p. 31 (5) and p. 33 (3, 5, 9a, 10, 14). Be prepared to present solutions for 10 and 14 on Monday in class.<\/p>\n\n\n\n<p>Hw3 due 9\/11: p. 20 of the packet problems (1, 2, 5, 7, 8, 9, 10, 13).&nbsp; Bonus:&nbsp; Justify the claim on p. 5 paragraph 3.&nbsp; Be prepared to discuss the homework problems on Monday in class.&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/math505hw2.pdf\">Review Hw2<\/a>&nbsp;due 9\/4<\/p>\n\n\n\n<p><a href=\"https:\/\/faculty.tarleton.edu\/crawford\/wp-content\/uploads\/sites\/16\/2023\/02\/math505hw1.pdf\">Review Hw1<\/a>&nbsp;due 9\/4<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Course Syllabus Exams Final Project&nbsp;due 12\/2 Midterm Review Slides Introduction Chapter 3 Chapters 2 and 4&nbsp; &nbsp; Notes on Continuous Distributions&nbsp;&nbsp;&nbsp;Tex File&nbsp; (Contains an example where E(Y | X) = 0 for all X, but E(Y) does not exist.) Chapter 5&nbsp; &nbsp; &nbsp; Diagnostics and Remedial Measures Logistic Regression and Discriminant Analysis Principal Labs SAS &hellip; <a href=\"https:\/\/faculty.tarleton.edu\/crawford\/math-5305-statistical-models\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Math 5305 Statistical Models<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"class_list":["post-106","page","type-page","status-publish","hentry"],"coauthors":[],"author_meta":{"author_link":"https:\/\/faculty.tarleton.edu\/crawford\/author\/kbuchanantarleton-edu\/","display_name":"Buchanan , Keegan"},"relative_dates":{"created":"Posted 3 years ago","modified":"Updated 2 years ago"},"absolute_dates":{"created":"Posted on January 5, 2023","modified":"Updated on October 16, 2024"},"absolute_dates_time":{"created":"Posted on January 5, 2023 10:44 pm","modified":"Updated on October 16, 2024 8:13 pm"},"featured_img_caption":"","featured_img":false,"series_order":"","_links":{"self":[{"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/pages\/106","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/comments?post=106"}],"version-history":[{"count":0,"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/pages\/106\/revisions"}],"wp:attachment":[{"href":"https:\/\/faculty.tarleton.edu\/crawford\/wp-json\/wp\/v2\/media?parent=106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}