{"id":723,"date":"2025-08-30T19:05:49","date_gmt":"2025-08-31T01:05:49","guid":{"rendered":"https:\/\/victortercero.com\/?p=723"},"modified":"2025-08-30T19:43:57","modified_gmt":"2025-08-31T01:43:57","slug":"r-package-snschart","status":"publish","type":"post","link":"https:\/\/victortercero.com\/index.php\/2025\/08\/30\/r-package-snschart\/","title":{"rendered":"R Package: SNSchart"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full has-lightbox\"><a href=\"https:\/\/cran.r-project.org\/web\/packages\/SNSchart\/index.html\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/SNSchartlogo.png\" alt=\"\" class=\"wp-image-734\" srcset=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/SNSchartlogo.png 1024w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/SNSchartlogo-300x300.png 300w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/SNSchartlogo-150x150.png 150w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/SNSchartlogo-768x768.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cran.r-project.org\/web\/packages\/SNSchart\/index.html\" title=\"\"><strong>SNSchart<\/strong> <\/a>es un paquete de R que permite vigilar procesos y detectar cambios importantes en los datos, incluso cuando no siguen una distribuci\u00f3n \u00abnormal\u00bb o conocida. En lugar de basarse en f\u00f3rmulas tradicionales que requieren supuestos estrictos, utiliza un enfoque no param\u00e9trico llamado <a href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/07474946.2017.1360091\" title=\"\"><em>sequential normal scores<\/em> <\/a>(SNS).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esto lo hace especialmente \u00fatil en situaciones reales, donde los datos no se alinean a un patr\u00f3n particular, y aun as\u00ed necesitamos identificar r\u00e1pidamente si algo est\u00e1 saliendo de control. Algo curioso de los SNS, es que son una transformaci\u00f3n no param\u00e9trica que \u00abnormaliza\u00bb tus datos para que estos puedan ser analizados con herramientas tradicionales de monitoreo estad\u00edstico que asumen normalidad, como las cartas de control Shewhart, CUSUM o EWMA.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full has-lightbox\"><a href=\"https:\/\/cran.r-project.org\/web\/packages\/SNSchart\/index.html\"><img loading=\"lazy\" decoding=\"async\" width=\"591\" height=\"700\" src=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image.png\" alt=\"\" class=\"wp-image-724\" srcset=\"https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image.png 591w, https:\/\/victortercero.com\/wp-content\/uploads\/2025\/08\/image-253x300.png 253w\" sizes=\"auto, (max-width: 591px) 100vw, 591px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>SNSchart es un paquete de R que permite vigilar procesos y detectar cambios importantes en los datos, incluso cuando no siguen una distribuci\u00f3n \u00abnormal\u00bb o conocida. En lugar de basarse en f\u00f3rmulas tradicionales que requieren supuestos estrictos, utiliza un enfoque no param\u00e9trico llamado sequential normal scores (SNS). Esto lo hace especialmente \u00fatil en situaciones reales, [&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-723","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\/723","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=723"}],"version-history":[{"count":3,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts\/723\/revisions"}],"predecessor-version":[{"id":737,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/posts\/723\/revisions\/737"}],"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=723"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/categories?post=723"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/victortercero.com\/index.php\/wp-json\/wp\/v2\/tags?post=723"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}