{"id":508,"date":"2018-06-21T16:53:27","date_gmt":"2018-06-21T18:53:27","guid":{"rendered":"http:\/\/web.vu.lt\/mif\/a.buteikis\/?p=508"},"modified":"2020-01-25T14:48:50","modified_gmt":"2020-01-25T16:48:50","slug":"508","status":"publish","type":"post","link":"http:\/\/web.vu.lt\/mif\/a.buteikis\/2018\/06\/21\/508\/","title":{"rendered":"[OLD] [PE I] 2018 Fall Semester"},"content":{"rendered":"<h2>Announcements<\/h2>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h2>Course Information<\/h2>\n\n<table id=\"tablepress-3\" class=\"tablepress tablepress-id-3\">\n<thead>\n<tr class=\"row-1\">\n\t<td class=\"column-1\"><\/td><th class=\"column-2\">Title<\/th><th class=\"column-3\">Link<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">1<\/td><td class=\"column-2\">Course Introduction<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/PE_1_-_Introduction.pdf\" rel=\"noopener\" target=\"_blank\">Introduction<\/a><\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">2<\/td><td class=\"column-2\">Literature (Theory)<\/td><td class=\"column-3\"><a href=\"http:\/\/www.statistika.mif.vu.lt\/wp-content\/uploads\/2014\/05\/PE.I-2013-LectNotes-2013.12.17_t.pdf\" rel=\"noopener\" target=\"_blank\">R.Lapinskas, Practical Econometrics I. Regression Models (Lecture Notes)<\/a><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">3<\/td><td class=\"column-2\">Literature (Practice)<\/td><td class=\"column-3\"><a href=\"http:\/\/www.statistika.mif.vu.lt\/wp-content\/uploads\/2014\/05\/PE.I-2013-CompLabs.2013.12.17_t.pdf\" rel=\"noopener\" target=\"_blank\">R.Lapinskas, Practical Econometrics I. Regression Models (Computer Labs)<\/a><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\"><\/td><td class=\"column-3\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<p><a href=\"https:\/\/faculty.smu.edu\/millimet\/classes\/eco7377\/papers\/siegfried.pdf\"><span style=\"color: #ff0000;\"><strong>[(LINK) A First Lesson In Econometrics (2 pages)]<\/strong><\/span><\/a><\/p>\n<hr \/>\n<h2>Lecture Files<\/h2>\n\n<table id=\"tablepress-5\" class=\"tablepress tablepress-id-5\">\n<thead>\n<tr class=\"row-1\">\n\t<td class=\"column-1\"><\/td><th class=\"column-2\">Title<\/th><th class=\"column-3\">Link<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">1<\/td><td class=\"column-2\">Lecture Notes (updated for each lecture)<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/PE_Book\/index.html\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">2<\/td><td class=\"column-2\">Univariate Regression Tasks<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/01_Univariate_Regression_Tasks.html\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\"><\/td><td class=\"column-2\">Univariate Regression Example with wage dataset<br \/>\nOther Univariate Regression Examples<\/td><td class=\"column-3\">[<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/TASK_dt4_R.html\" target=\"_blank\">HTML (R)<\/a>] [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/TASK_dt4_R.ipynb\" target=\"_blank\"  download=\"TASK_dt4_UR_R.ipynb\">.ipynb<\/a>]  [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/TASK_dt4_R.zip\" target=\"_blank\">.7zip<\/a>]<br \/>\n<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/09\/01_Univariate_Regression_Example.html\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">3<\/td><td class=\"column-2\">Multiple Regression Tasks (updated for each lecture)<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/10\/02_Multiple_Regression_Tasks.html\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">4<\/td><td class=\"column-2\">Multiple Regression Example with wage dataset<\/td><td class=\"column-3\">[<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/10\/TASK_dt4_MR_Python.html\" target=\"_blank\">HTML (Python)<\/a>], [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/10\/TASK_dt4_MR_Python.zip\" target=\"_blank\">.zip<\/a>], [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/10\/TASK_dt4_MR_Python.ipynb\" target=\"_blank\" download=\"TASK_dt4_MR_Python.ipynb\">.ipynb<\/a>]<br \/>\n[<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/12\/TASK_dt4_MR_R.html\" target=\"_blank\">HTML (R)<\/a>], [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/12\/TASK_dt4_MR_R.ipynb\" target=\"_blank\" download=\"TASK_dt4_MR_R.ipynb\">.ipynb<\/a>]<\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">5<\/td><td class=\"column-2\">Discrete Response Model Tasks<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/12\/03_Discrete_Response_Tasks.html\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<tr class=\"row-8\">\n\t<td class=\"column-1\">6<\/td><td class=\"column-2\">Discrete Response Model Example with labor force participation dataset<\/td><td class=\"column-3\">[<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/12\/TASK_dt5_BinaryChoice_R.html\" target=\"_blank\">HTML (R)<\/a>], [<a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/12\/TASK_dt5_BinaryChoice_R.ipynb\" target=\"_blank\" download=\"TASK_dt5_BinaryChoice_R.ipynb\">.ipynb<\/a>]<\/td>\n<\/tr>\n<tr class=\"row-9\">\n\t<td class=\"column-1\">7<\/td><td class=\"column-2\">EXTRA TASK<\/td><td class=\"column-3\"><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/2018\/11\/PE_1_AT_2018.pdf\" target=\"_blank\">Link<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<p>&nbsp;<\/p>\n<hr \/>\n<h2>Additional Info<\/h2>\n<p>&nbsp;<\/p>\n<ul>\n<li>Examine the example the <strong><a href=\"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-content\/uploads\/_Python_TestBook.ipynb\">[.ipynb]<\/a><\/strong> file, to make sure that you can run code from online python script files (a similar system will be used for Midterm II)<\/li>\n<\/ul>\n<p>To use Cramer-von-Mises test in Python:<\/p>\n<ul>\n<li>Open Anaconda Navigator. Go to &#8220;Environments&#8221;;<\/li>\n<li>Click on the green arrow next to &#8220;base (root)&#8221; and select &#8220;Open Terminal&#8221;;<\/li>\n<li>Enter the following command to install the required package:<\/li>\n<\/ul>\n<p><span style=\"color: #008000;\"><em><span id=\"pip-command\">pip install scikit-gof<\/span><\/em><\/span><\/p>\n<ul>\n<li>To use the test for a fitted model\u00a0 variable &#8220;<em>my_model<\/em>&#8221; write:<\/li>\n<\/ul>\n<p><span style=\"color: #008000;\"><em>import skgof as skgof<\/em><\/span><\/p>\n<p><span style=\"color: #008000;\"><em>skgof.cvm_test(data = my_model.resid, dist = stats.norm(0, np.sqrt(np.var(my_model.resid))))[1]<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Announcements &nbsp; &nbsp; Course Information [(LINK) A First Lesson In Econometrics (2 pages)] Lecture Files &nbsp; Additional Info &nbsp; Examine the example the [.ipynb] file, to make sure that you can run code from online python script files (a similar system will be used for Midterm II) To use Cramer-von-Mises test in Python: Open Anaconda [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-508","post","type-post","status-publish","format-standard","hentry","category-pe2"],"_links":{"self":[{"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/posts\/508","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/comments?post=508"}],"version-history":[{"count":105,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/posts\/508\/revisions"}],"predecessor-version":[{"id":1279,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/posts\/508\/revisions\/1279"}],"wp:attachment":[{"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/media?parent=508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/categories?post=508"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/web.vu.lt\/mif\/a.buteikis\/wp-json\/wp\/v2\/tags?post=508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}