{"id":37,"date":"2021-09-28T11:22:58","date_gmt":"2021-09-28T08:22:58","guid":{"rendered":"https:\/\/blog.metu.edu.tr\/ceylan\/?page_id=37"},"modified":"2023-09-08T12:28:51","modified_gmt":"2023-09-08T09:28:51","slug":"stat-497-applied-time-series-analysis","status":"publish","type":"page","link":"https:\/\/blog.metu.edu.tr\/ceylan\/stat-497-applied-time-series-analysis\/","title":{"rendered":"STAT 497: APPLIED TIME SERIES ANALYSIS_FALL2023"},"content":{"rendered":"\n
STAT-497_IAM-526-syllabus_2023<\/a>Download<\/a><\/div>\n\n\n\n

This class is supported by <\/em>DataCamp<\/em><\/a>, the most intuitive learning platform for data science. We will focus on the time series analysis and forecasting courses in R. I will assign homework covering a whole course or a chapter. You will learn the application faster through immediate and personalized feedback on every exercise.<\/em><\/p>\n\n\n\n

<\/div>\n\n\n

LECTURE NOTES<\/a><\/strong><\/p>\n

TEXTBOOK WEBPAGE<\/a><\/strong><\/p>\n

R TUTORIAL<\/a><\/strong><\/p>\n\n\n

STEPS-IN-TIME-SERIES-DATA-ANALYSIS_son-1<\/a>Download<\/a><\/div>\n\n\n\n

<\/p>\n\n\n\n

SOME DATA SOURCES<\/strong><\/span><\/p>\n\n\n

Economic Research: Federal Reserve Bank of St. Louis<\/a><\/p>\n

Quandl as R package<\/a><\/p>\n

Electronic Data Sources<\/a><\/p>\n

DBnomics as R package: RDBnomics<\/a><\/p>\n

Time Series Data Library<\/a><\/p>\n

Kaggle Time Series Data<\/a><\/p>\n

UCI Machine Learning Repository<\/a><\/p>\n

Monetary Economics: Data Sources<\/a><\/p>\n

Macroeconomic Data Resources<\/a><\/p>\n

Central Bank of Turkey<\/a><\/p>\n

Turkish Statistical Institute<\/a><\/p>\n

Environmental Time Series Data<\/a><\/p>\n

Time Series Analysis: Univariate and Multivariate Methods, 2nd Edition Data Sets<\/a><\/p>\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

This class is supported by DataCamp, the most intuitive learning platform for data science. We will focus on the time series analysis and forecasting courses in R. I will assign homework covering a whole course or a chapter. You will learn the application faster through immediate and personalized feedback on every exercise. LECTURE NOTES TEXTBOOK WEBPAGE […]<\/p>\n","protected":false},"author":6711,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-37","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages\/37","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/users\/6711"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/comments?post=37"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/pages\/37\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/ceylan\/wp-json\/wp\/v2\/media?parent=37"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}