{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T13:28:45Z","timestamp":1725629325158},"reference-count":0,"publisher":"EasyChair","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>This work introduces a new approach in time-series analysis field for automatic co- variates selection in dynamic regression models. Based on [1] and [2] previous study, a forward-selection method is proposed for adding new significant covariates from a given set. This algorithm has been implemented and optimized in R as a package, and it has been applied to multiple simulations to validate its performance. Finally, the obtained results from the IRAS database of Catalonia are presented to analyze the COVID-19 evolution.<\/jats:p>","DOI":"10.29007\/1c23","type":"proceedings-article","created":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:10:14Z","timestamp":1676589014000},"page":"136-132","source":"Crossref","is-referenced-by-count":0,"title":["Automatic covariates selection in dynamic regression models with application to COVID-19 evolution"],"prefix":"10.29007","volume":"14","author":[{"given":"Ana","family":"Ezquerro","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Germ\u00e1n","family":"Aneiros P\u00e9rez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Oviedo de la Fuente","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"11545","event":{"name":"Proceedings of V XoveTIC Conference. XoveTIC 2022"},"container-title":["Kalpa Publications in Computing"],"original-title":[],"deposited":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:10:14Z","timestamp":1676589014000},"score":1,"resource":{"primary":{"URL":"https:\/\/easychair.org\/publications\/paper\/1gRq"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":0,"URL":"https:\/\/doi.org\/10.29007\/1c23","relation":{},"ISSN":["2515-1762"],"issn-type":[{"type":"print","value":"2515-1762"}],"subject":[]}}