{"id":1480,"date":"2015-05-16T17:40:36","date_gmt":"2015-05-16T20:40:36","guid":{"rendered":"http:\/\/eic.cefet-rj.br\/portal\/?p=1480"},"modified":"2015-10-27T16:36:10","modified_gmt":"2015-10-27T19:36:10","slug":"tspred-package-for-r-functions-for-baseline-based-time-series-prediction","status":"publish","type":"post","link":"https:\/\/eic.cefet-rj.br\/portal\/tspred-package-for-r-functions-for-baseline-based-time-series-prediction\/","title":{"rendered":"TSPred Package for R : Functions for Baseline-Based Time Series Prediction"},"content":{"rendered":"<p><strong>TSPred Package for R : Functions for Baseline-Based Time Series Prediction<\/strong><\/p>\n<p><strong>Authors<\/strong>: Rebecca Pontes Salles (rebeccapsalles@acm.org) and Eduardo Ogasawara (eogasawara@ieee.org)<\/p>\n<p><strong>Description<\/strong>: Functions for time series prediction and accuracy assessment using automatic ARIMA modelling. The generated ARIMA models and its yielded prediction errors are intended to be used as baseline for evaluating the practical value of other time series prediction methods and creating a demand for the refinement of such methods. For this purpose, benchmark data from prediction competitions may be used.<\/p>\n<p><strong>Available at CRAN<\/strong>: <a href=\"http:\/\/cran.r-project.org\/web\/packages\/TSPred\/index.html\">http:\/\/cran.r-project.org\/web\/packages\/TSPred\/index.html<\/a><\/p>\n<p><strong>Tutorial<\/strong>: <a href=\"https:\/\/sourceforge.net\/p\/gpca\/wiki\/TSPred\/\">https:\/\/sourceforge.net\/p\/gpca\/wiki\/TSPred\/<\/a><\/p>\n<p><strong>Reference manual<\/strong>: <a href=\"http:\/\/cran.r-project.org\/web\/packages\/TSPred\/TSPred.pdf\">TSPred.pdf<\/a><\/p>\n<p><strong><a href=\"https:\/\/sourceforge.net\/p\/gpca\/wiki\/Santa%20Fe%20Competition\/\">Santa Fe Competition Dataset<\/a><\/strong><\/p>\n<p><strong><a href=\"https:\/\/sourceforge.net\/p\/gpca\/wiki\/EUNITE%20Competition\/\">EUNITE Competition Dataset<\/a><\/strong><\/p>\n<p><strong><a href=\"https:\/\/sourceforge.net\/p\/gpca\/wiki\/CATS%20Competition\/\">CATS Competition Dataset<\/a><\/strong><\/p>\n<p><strong><a href=\"https:\/\/sourceforge.net\/p\/gpca\/wiki\/NN3-NN5%20Competition\/\">NN3 &amp; NN5 Competition Dataset<\/a><\/strong><\/p>\n<p>Acknowledgements: The authors thank CNPq for partially sponsoring this work.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TSPred Package for R : Functions for Baseline-Based Time Series Prediction Authors: Rebecca Pontes Salles (rebeccapsalles@acm.org) and Eduardo Ogasawara (eogasawara@ieee.org) Description: Functions for time series prediction and accuracy assessment using automatic ARIMA modelling. The generated ARIMA models and its yielded prediction errors are intended to be used as baseline for evaluating the practical value of [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40],"tags":[],"class_list":["post-1480","post","type-post","status-publish","format-standard","hentry","category-artefatos","entry"],"_links":{"self":[{"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/posts\/1480","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/comments?post=1480"}],"version-history":[{"count":4,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/posts\/1480\/revisions"}],"predecessor-version":[{"id":1721,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/posts\/1480\/revisions\/1721"}],"wp:attachment":[{"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/media?parent=1480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/categories?post=1480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/portal\/wp-json\/wp\/v2\/tags?post=1480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}