{"id":741,"date":"2025-08-30T20:56:10","date_gmt":"2025-08-31T02:56:10","guid":{"rendered":"https:\/\/victortercero.com\/?p=741"},"modified":"2025-08-30T20:56:44","modified_gmt":"2025-08-31T02:56:44","slug":"r-package-lgcu","status":"publish","type":"post","link":"https:\/\/victortercero.com\/index.php\/2025\/08\/30\/r-package-lgcu\/","title":{"rendered":"R Package: LGCU"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/LGCUlogo-1-683x1024.png\" alt=\"\" class=\"wp-image-744\" srcset=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/LGCUlogo-1-683x1024.png 683w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/LGCUlogo-1-200x300.png 200w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/LGCUlogo-1-768x1152.png 768w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/LGCUlogo-1.png 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cran.r-project.org\/web\/packages\/LGCU\/\" title=\"\"><strong>LGCU<\/strong> <\/a>es un paquete de R pensado para supervisar procesos en los que los datos siguen una distribuci\u00f3n Gamma (muy com\u00fan en tiempos, conteos o valores sesgados). Utiliza un enfoque estad\u00edstico moderno basado en <a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08982112.2024.2440368\" title=\"\">gr\u00e1ficos CUSUM con aprendizaje cauteloso<\/a> (Learning Gamma CUSUM) para detectar cambios o anomal\u00edas en tiempo real. Con funciones que permiten estimar par\u00e1metros, generar l\u00edmites de control y ajustar umbrales de manera cautelosa, LGCU ayuda a dise\u00f1ar sistemas de monitoreo CUSUM que siguen una distributici\u00f3n Gamma. Disponible en <a href=\"https:\/\/cran.r-project.org\/\" title=\"\">CRAN<\/a>, es ideal para entornos industriales o cient\u00edficos donde se necesita monitoreo preciso de flujos con distribuci\u00f3n sesgada.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full has-lightbox\"><a href=\"https:\/\/cran.r-project.org\/web\/packages\/LGCU\/\"><img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"692\" src=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image-1.png\" alt=\"\" class=\"wp-image-742\" srcset=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image-1.png 550w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image-1-238x300.png 238w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>LGCU es un paquete de R pensado para supervisar procesos en los que los datos siguen una distribuci\u00f3n Gamma (muy com\u00fan en tiempos, conteos o valores sesgados). Utiliza un enfoque estad\u00edstico moderno basado en gr\u00e1ficos CUSUM con aprendizaje cauteloso (Learning Gamma CUSUM) para detectar cambios o anomal\u00edas en tiempo real. Con funciones que permiten estimar [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":728,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[30],"tags":[],"class_list":["post-741","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software"],"blocksy_meta":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts\/741","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/comments?post=741"}],"version-history":[{"count":1,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts\/741\/revisions"}],"predecessor-version":[{"id":746,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts\/741\/revisions\/746"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/media\/728"}],"wp:attachment":[{"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/media?parent=741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/categories?post=741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/tags?post=741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}