{"id":599,"date":"2020-10-02T09:33:18","date_gmt":"2020-10-02T09:33:18","guid":{"rendered":"https:\/\/jira-test.meb.ki.se\/sites\/arvsjo\/?page_id=599"},"modified":"2024-10-01T07:59:03","modified_gmt":"2024-10-01T07:59:03","slug":"teaching-material","status":"publish","type":"page","link":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/teaching-material\/","title":{"rendered":"Teaching material"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Introduction to Statistics<\/h2>\n\n\n\n<p>0. Introduction<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/0.-Introduction.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/0.-Introduction.mp4\">recordin<\/a>g<\/p>\n\n\n\n<p>1. Statistical measures<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/1.-Statistical-measures.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_1_Statistical_measures.mp4\">recording<\/a><\/p>\n\n\n\n<p>2. Randomness and probability<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/2.-Randomness-and-probability.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_2_Randomness_and_probability.mp4\">recording<\/a><\/p>\n\n\n\n<p>3. Confidence intervals and p-values<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/3.-Confidence-intervals-and-p-values.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_3_Confidence_intervals_and_p-values.mp4\">recording<\/a><\/p>\n\n\n\n<p>4. Observational studies and covariate adjustment<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/4.-Observational-studies-and-covariate-adjustment.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_4_Observational_studies_and_covariate_adjustment.mp4\">recording<\/a><\/p>\n\n\n\n<p>5. Linear regression<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/5.-Linear-regression.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_5_Linear_regression.mp4\">recording<\/a><\/p>\n\n\n\n<p>6. Logistic regression<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/6.-Logistic-regression.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/intro_statistics_6_Logistic_regression.mp4\">recording<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction to Causal Inference<\/h2>\n\n\n\n<p>0. Introduction<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/0.-Introduction-causal.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_0_Introduction.mp4\">recording<\/a> <\/p>\n\n\n\n<p>1. Association vs causation<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/1.-Association-vs-causation.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_1_Association_vs_causation.mp4\">recording<\/a><\/p>\n\n\n\n<p>2. Estimation of causal effects<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/2.-Estimation-of-causal-effects.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_2_Estimation_of_causal_effects.mp4\">recording<\/a> <\/p>\n\n\n\n<p>3. Directed Acyclic Graphs<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/3.-Directed-Acyclic-Graphs.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_3_Directed_Acyclic_Graphs.mp4\">recording<\/a><\/p>\n\n\n\n<p>4. Marginal causal effects<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/4.-Marginal-causal-effects.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_4_Marginal_causal_effects.mp4\">recording<\/a> <\/p>\n\n\n\n<p>5. Instrumental variables and Mendelian randomization<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/5.-Instrumental-variables-and-Mendelian-randomization.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/causal_inference_5_Instrumental_variables_and_Mendelian_randomization.mp4\">recording<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Design of Epidemiological Studies<\/h2>\n\n\n\n<p>0. Introduction<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/intro-design.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/design_0_Introduction.mp4\">recording<\/a> <\/p>\n\n\n\n<p>1. Cohort studies I<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/1.-Cohort-studies-I.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/design_1_Cohort_studies_I.mp4\">recording<\/a><\/p>\n\n\n\n<p>2. Case-control studies <\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/2.-Case-control-studies.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/design_2_Case-control_studies.mp4\">recording<\/a> <\/p>\n\n\n\n<p>3. Cohort studies II<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/3.-Cohort-studies-II.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/design_3_Cohort_studies_II.mp4\">recording<\/a><\/p>\n\n\n\n<p>4. Nested case-control studies<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/4.-Nested-case-control-studies.pdf\">handouts<\/a> and <a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/09\/design_4_Nested_case-control_studies.mp4\">recording<\/a><\/p>\n\n\n\n<p>5. Case-cohort studies<\/p>\n\n\n\n<p><a href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-content\/uploads\/sites\/10\/2024\/10\/5.-Case-cohort-studies.pdf\">handouts<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction to Statistics 0. Introduction handouts and recording 1. Statistical measures handouts and recording 2. Randomness and probability handouts and recording 3. Confidence intervals and p-values handouts and recording 4. Observational studies and covariate adjustment handouts and recording 5. Linear &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"more-link\" href=\"https:\/\/www.meb.ki.se\/sites\/arvsjo\/teaching-material\/\"> <span class=\"screen-reader-text\">Teaching material<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-599","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/pages\/599","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/comments?post=599"}],"version-history":[{"count":34,"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/pages\/599\/revisions"}],"predecessor-version":[{"id":1032,"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/pages\/599\/revisions\/1032"}],"wp:attachment":[{"href":"https:\/\/www.meb.ki.se\/sites\/arvsjo\/wp-json\/wp\/v2\/media?parent=599"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}