{"id":12018,"date":"2025-04-25T14:16:11","date_gmt":"2025-04-25T14:16:11","guid":{"rendered":"https:\/\/depocen.org\/?post_type=course&#038;p=12018"},"modified":"2025-04-25T14:28:48","modified_gmt":"2025-04-25T14:28:48","slug":"statistics-and-econometrics-with-r-05_2025-2","status":"publish","type":"course","link":"https:\/\/depocen.org\/en\/course\/statistics-and-econometrics-with-r-05_2025-2\/","title":{"rendered":"Statistics and Econometrics with R 05_2025"},"content":{"rendered":"<div>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><strong>CASED COURSE ENROLLMENT Statistics and Econometrics with R \u2013 05\/2025<\/strong><\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-family: 'times new roman', times, serif;\">This course introduces how to use the R programming language to implement econometric methods, from basic to advanced levels. Additionally, the course provides a general overview of relevant econometric theory and how to apply it appropriately in different contexts.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"font-family: 'times new roman', times, serif;\">\ud83d\udd38 Course Content<\/span><\/p>\n<ul>\n<li><span style=\"font-family: 'times new roman', times, serif;\">Review of basic econometrics and R<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">OLS (Ordinary Least Squares)<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">2SLS (Two-Stage Least Squares)<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">GMM (Generalized Method of Moments) for nonlinear models<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">MLE (Maximum Likelihood Estimation), discrete choice models for categorical variables<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">Estimation models for panel data<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">Basic time series models<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;\">Other topics: Bayesian methods, Bootstrap, Monte Carlo simulations, Web scraping, Text analysis, etc.<\/span><\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>CASED COURSE ENROLLMENT Statistics and Econometrics with R \u2013 05\/2025 This course introduces how to use the R programming language to implement econometric methods, from basic to advanced levels. Additionally, the course provides a general overview of relevant econometric theory and how to apply it appropriately in different contexts. \ud83d\udd38 Course Content Review of basic [&hellip;]<\/p>\n","protected":false},"featured_media":12007,"template":"","cate_course":[52],"class_list":["post-12018","course","type-course","status-publish","has-post-thumbnail","hentry","cate_course-khoa-hoc-ngan-han"],"acf":[],"_links":{"self":[{"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/course\/12018","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/types\/course"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/media\/12007"}],"wp:attachment":[{"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/media?parent=12018"}],"wp:term":[{"taxonomy":"cate_course","embeddable":true,"href":"https:\/\/depocen.org\/en\/wp-json\/wp\/v2\/cate_course?post=12018"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}