{"id":26452,"date":"2025-06-06T15:39:18","date_gmt":"2025-06-06T18:39:18","guid":{"rendered":"https:\/\/ciencias.ubiobio.cl\/faci\/?page_id=26452"},"modified":"2026-06-07T22:41:46","modified_gmt":"2026-06-08T01:41:46","slug":"magister-en-matematica-aplicada-copy","status":"publish","type":"page","link":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/magister-en-matematica-aplicada-copy\/","title":{"rendered":"MAG\u00cdSTER EN ESTAD\u00cdSTICA"},"content":{"rendered":"<div style=\"max-width: 960px;\">\n<div style=\"position: relative; overflow: hidden; background-image: linear-gradient(135deg,rgba(13,38,85,.92) 0%,rgba(13,38,85,.65) 100%),url('https:\/\/ciencias.ubiobio.cl\/faci\/wp-content\/uploads\/2025\/04\/img_carr_13-scaled.jpg'); background-size: cover; background-position: center; border-radius: 12px; padding: 48px 32px; margin-bottom: 32px; color: #fff; min-height: 240px; border-top: 5px solid #06B6D4;\">\n<div style=\"display: inline-block; background: #06B6D4; color: #fff; font-size: 11px; font-weight: bold; padding: 6px 14px; border-radius: 6px; text-transform: uppercase; letter-spacing: .8px; margin-bottom: 18px;\">Programa de Mag\u00edster<\/div>\n<h1 style=\"color: #fff; font-size: 30px; font-weight: bold; margin: 0 0 14px; line-height: 1.2;\">Mag\u00edster en Estad\u00edstica<\/h1>\n<p style=\"color: rgba(255,255,255,.92); font-size: 15px; line-height: 1.6; margin: 0 0 20px; max-width: 720px;\">Programa orientado a formar graduados con conocimientos avanzados en Estad\u00edstica para investigaci\u00f3n en modelamiento estad\u00edstico, series de tiempo y estad\u00edstica espacial.<\/p>\n<div><span style=\"display: inline-block; background: rgba(255,255,255,.15); color: #fff; font-size: 12px; padding: 6px 12px; border-radius: 20px; border: 1px solid rgba(255,255,255,.25); margin: 4px 6px 4px 0;\">\ud83d\udccd Concepci\u00f3n<\/span><span style=\"display: inline-block; background: rgba(255,255,255,.15); color: #fff; font-size: 12px; padding: 6px 12px; border-radius: 20px; border: 1px solid rgba(255,255,255,.25); margin: 4px 6px 4px 0;\">\u23f1 4 semestres (2 a\u00f1os)<\/span><span style=\"display: inline-block; background: rgba(255,255,255,.15); color: #fff; font-size: 12px; padding: 6px 12px; border-radius: 20px; border: 1px solid rgba(255,255,255,.25); margin: 4px 6px 4px 0;\">\ud83c\udfdb Departamento de Estad\u00edstica<\/span><\/div>\n<div style=\"margin-top: 18px;\"><a style=\"display: inline-block; background: #06B6D4; color: #fff; font-size: 13px; font-weight: bold; padding: 11px 22px; border-radius: 6px; text-decoration: none; margin: 4px 8px 4px 0;\" href=\"https:\/\/magisterenestadistica.ubiobio.cl\/\" target=\"_blank\" rel=\"noopener\">\ud83c\udf10 Sitio oficial del programa \u2192<\/a><a style=\"display: inline-block; background: rgba(255,255,255,.15); color: #fff; border: 1px solid rgba(255,255,255,.35); font-size: 13px; font-weight: 600; padding: 10px 22px; border-radius: 6px; text-decoration: none; margin: 4px 0 4px 0;\" href=\"https:\/\/postgrados.ubiobio.cl\/Magisteres\/62\/en_Estadistica_Concepcion\/\" target=\"_blank\" rel=\"noopener\">Postular en Postgrados UBB \u2192<\/a><\/div>\n<\/div>\n<div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 24px; border-top: 4px solid #06B6D4; margin: 0 1% 18px 0;\">\n<h2 style=\"color: #0d2655; font-size: 18px; margin: 0 0 12px;\">Objetivo del programa<\/h2>\n<p style=\"color: #4b5563; font-size: 14px; line-height: 1.65; margin: 0;\">Formar graduadas\/os con conocimientos avanzados en Estad\u00edstica que posean tanto una s\u00f3lida formaci\u00f3n transversal del \u00e1rea como herramientas para desarrollar investigaci\u00f3n en una de las l\u00edneas declaradas por el programa, lo que les permita contribuir a la formaci\u00f3n estad\u00edstica del \u00e1rea y de otras disciplinas, apoyar en investigaci\u00f3n te\u00f3rica e integrar equipos de trabajo interdisciplinarios.<\/p>\n<\/div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 24px; border-top: 4px solid #0D2655; margin: 0 0 18px 0;\">\n<h2 style=\"color: #0d2655; font-size: 18px; margin: 0 0 12px;\">Perfil del graduado(a)<\/h2>\n<p style=\"color: #4b5563; font-size: 14px; line-height: 1.65; margin: 0;\">El\/la graduado\/a del Programa Mag\u00edster en Estad\u00edstica cuenta con conocimientos avanzados en Estad\u00edstica y est\u00e1 preparado\/a para evaluar e integrar informaci\u00f3n de diversas fuentes, as\u00ed como para adaptar, desarrollar y aplicar modelos estad\u00edsticos tendientes a resolver problemas de naturaleza disciplinar o interdisciplinar, contribuyendo al desarrollo del \u00e1rea.<\/p>\n<\/div>\n<\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #06B6D4; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">L\u00edneas de investigaci\u00f3n<\/h2>\n<div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 22px; border-top: 4px solid #06B6D4; margin: 0 1% 18px 0; min-height: 160px;\">\n<h3 style=\"color: #0d2655; font-size: 15px; font-weight: bold; margin: 0 0 10px; line-height: 1.3;\">Modelamiento Estad\u00edstico<\/h3>\n<p style=\"color: #4b5563; font-size: 13px; line-height: 1.55; margin: 0;\">L\u00ednea orientada al desarrollo y aplicaci\u00f3n de modelos estad\u00edsticos para el an\u00e1lisis de datos, incluyendo modelos lineales generalizados, estad\u00edstica bayesiana y m\u00e9todos no param\u00e9tricos.<\/p>\n<\/div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 22px; border-top: 4px solid #06B6D4; margin: 0 1% 18px 0; min-height: 160px;\">\n<h3 style=\"color: #0d2655; font-size: 15px; font-weight: bold; margin: 0 0 10px; line-height: 1.3;\">Series de Tiempo y Estad\u00edstica Espacial<\/h3>\n<p style=\"color: #4b5563; font-size: 13px; line-height: 1.55; margin: 0;\">L\u00ednea dedicada al desarrollo y aplicaci\u00f3n de m\u00e9todos estad\u00edsticos para el an\u00e1lisis de datos con estructura de dependencia en el tiempo y\/o en el espacio: series temporales, procesos espaciales y espaciotemporales.<\/p>\n<\/div>\n<\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #0D2655; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">Requisitos de admisi\u00f3n<\/h2>\n<div style=\"background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 24px; border-top: 4px solid #0D2655; margin-bottom: 24px;\">\n<p style=\"color: #4b5563; font-size: 14px; line-height: 1.65; margin: 0 0 14px;\">Grado de Licenciado\/a y\/o T\u00edtulo Profesional otorgados por instituciones reconocidas, derivado de un plan de al menos 8 semestres, en Ingenier\u00eda Estad\u00edstica, Ingenier\u00eda Civil Matem\u00e1tica, Ingenier\u00eda Civil Industrial, Pedagog\u00eda en Educaci\u00f3n Matem\u00e1tica, Ingenier\u00eda Civil en Inform\u00e1tica, Ingenier\u00eda Civil, Ingenier\u00eda Comercial o disciplinas afines con formaci\u00f3n s\u00f3lida en Estad\u00edstica y Matem\u00e1tica. Antecedentes acad\u00e9micos, carta de intenci\u00f3n y cartas de recomendaci\u00f3n.<\/p>\n<p><a style=\"display: inline-block; background: #06B6D4; color: #fff; font-size: 13px; font-weight: 600; padding: 10px 20px; border-radius: 6px; text-decoration: none;\" href=\"https:\/\/postgrados.ubiobio.cl\/Magisteres\/62\/en_Estadistica_Concepcion\/\" target=\"_blank\" rel=\"noopener\">Postular ahora \u2192<\/a><\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #06B6D4; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">Direcci\u00f3n y contacto<\/h2>\n<div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 24px; border-top: 4px solid #0D2655; margin: 0 1% 18px 0; min-height: 340px;\"><span style=\"display: block; color: #0d2655; font-size: 13px; font-weight: bold; text-transform: uppercase; letter-spacing: .5px; margin-bottom: 18px;\">Director del Programa<\/span><\/p>\n<div style=\"text-align: center; margin-bottom: 14px;\"><img decoding=\"async\" style=\"width: 100px; height: 100px; border-radius: 50%; object-fit: cover; border: 3px solid #06B6D4;\" src=\"https:\/\/ciencias.ubiobio.cl\/faci\/wp-content\/uploads\/2025\/06\/png-clipart-user-login-mobile-phones-password-user-miscellaneous-logo-thumbnail.png\" alt=\"Christian Caama\u00f1o Carrillo\" \/><\/div>\n<div style=\"text-align: center;\"><span style=\"display: block; color: #0d2655; font-size: 17px; font-weight: bold; margin-bottom: 14px;\">Christian Caama\u00f1o Carrillo<\/span><\/div>\n<div style=\"border-top: 1px solid #E8ECF1; padding-top: 14px;\">\n<p style=\"color: #374151; font-size: 13px; margin: 0 0 6px;\"><strong>Correo:<\/strong> <a style=\"color: #0e7490; text-decoration: none;\" href=\"mailto:chcaaman@ubiobio.cl\">chcaaman@ubiobio.cl<\/a><\/p>\n<p style=\"color: #374151; font-size: 13px; margin: 0 0 6px;\"><strong>Tel\u00e9fono:<\/strong> (41) 311 1723<\/p>\n<p style=\"color: #374151; font-size: 13px; margin: 0;\"><strong>Ubicaci\u00f3n:<\/strong> Concepci\u00f3n: Av. Collao 1202<\/p>\n<\/div>\n<\/div>\n<div style=\"display: inline-block; vertical-align: top; width: 48%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 24px; border-top: 4px solid #0D2655; margin: 0 0 18px 0; min-height: 340px;\"><span style=\"display: block; color: #0d2655; font-size: 13px; font-weight: bold; text-transform: uppercase; letter-spacing: .5px; margin-bottom: 18px;\">Secretar\u00eda del Programa<\/span><\/p>\n<div style=\"text-align: center; margin-bottom: 14px;\"><img decoding=\"async\" style=\"width: 100px; height: 100px; border-radius: 50%; object-fit: cover; border: 3px solid #06B6D4;\" src=\"https:\/\/ciencias.ubiobio.cl\/faci\/wp-content\/uploads\/2025\/04\/CAMILA-VALENZUELA1577732956609-1-scaled.jpg\" alt=\"Camila Valenzuela\" \/><\/div>\n<div style=\"text-align: center;\"><span style=\"display: block; color: #0d2655; font-size: 17px; font-weight: bold; margin-bottom: 14px;\">Camila Valenzuela<\/span><\/div>\n<div style=\"border-top: 1px solid #E8ECF1; padding-top: 14px;\">\n<p style=\"color: #374151; font-size: 13px; margin: 0 0 6px;\"><strong>Tel\u00e9fono:<\/strong> (41) 311 1723<\/p>\n<p style=\"color: #374151; font-size: 13px; margin: 0;\"><strong>Ubicaci\u00f3n:<\/strong> Concepci\u00f3n: Av. Collao 1202<\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #06B6D4; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">Cuerpo acad\u00e9mico<\/h2>\n<div>\n<div style=\"display: inline-block; vertical-align: top; width: 32%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 20px; border-top: 4px solid #06B6D4; margin: 0 1% 18px 0; min-height: 200px;\">\n<h3 style=\"color: #0d2655; font-size: 13px; font-weight: bold; margin: 0 0 12px; text-transform: uppercase; letter-spacing: .5px;\">Claustro<\/h3>\n<ul style=\"color: #4b5563; font-size: 13px; line-height: 1.5; margin: 0; padding-left: 18px;\">\n<li style=\"margin: 0 0 6px;\">Dr. Christian Caama\u00f1o<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Sergio Contreras<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Luis Firinguetti<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Diego Gallardo<\/li>\n<li style=\"margin: 0 0 6px;\">Dra. Yolanda G\u00f3mez<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Francisco Novoa<\/li>\n<li style=\"margin: 0 0 6px;\">Dra. Darlin Soto<\/li>\n<\/ul>\n<\/div>\n<div style=\"display: inline-block; vertical-align: top; width: 32%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 20px; border-top: 4px solid #0D2655; margin: 0 1% 18px 0; min-height: 200px;\">\n<h3 style=\"color: #0d2655; font-size: 13px; font-weight: bold; margin: 0 0 12px; text-transform: uppercase; letter-spacing: .5px;\">Colaboradores<\/h3>\n<ul style=\"color: #4b5563; font-size: 13px; line-height: 1.5; margin: 0; padding-left: 18px;\">\n<li style=\"margin: 0 0 6px;\">Dr. Luis G\u00f3mez<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Manuel Pereira<\/li>\n<\/ul>\n<\/div>\n<div style=\"display: inline-block; vertical-align: top; width: 32%; box-sizing: border-box; background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 20px; border-top: 4px solid #0E7490; margin: 0 0 18px 0; min-height: 200px;\">\n<h3 style=\"color: #0d2655; font-size: 13px; font-weight: bold; margin: 0 0 12px; text-transform: uppercase; letter-spacing: .5px;\">Visitantes<\/h3>\n<ul style=\"color: #4b5563; font-size: 13px; line-height: 1.5; margin: 0; padding-left: 18px;\">\n<li style=\"margin: 0 0 6px;\">Dr. Moreno Bevilacqua<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Tarik Faouzi<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. H\u00e9ctor G\u00f3mez<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Manuel Gonz\u00e1lez<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. German Ibacache<\/li>\n<li style=\"margin: 0 0 6px;\">Dr. Carolina Marchant<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #06B6D4; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">Plan de estudios<\/h2>\n<div style=\"background: #fff; border: 1px solid #E8ECF1; border-radius: 12px; padding: 18px; text-align: center;\"><a href=\"https:\/\/ciencias.ubiobio.cl\/faci\/wp-content\/uploads\/2025\/06\/MEST1.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" style=\"max-width: 100%; height: auto; border-radius: 8px;\" src=\"https:\/\/ciencias.ubiobio.cl\/faci\/wp-content\/uploads\/2025\/06\/MEST1.jpg\" alt=\"Plan de estudios\" \/><\/a><\/p>\n<p style=\"color: #6b7280; font-size: 12px; margin: 10px 0 0;\">Haz clic para ver el plan en tama\u00f1o completo \u00b7 <a style=\"color: #0e7490;\" href=\"https:\/\/magisterenestadistica.ubiobio.cl\/\" target=\"_blank\" rel=\"noopener\">M\u00e1s detalles en sitio oficial \u2192<\/a><\/p>\n<\/div>\n<h2 style=\"color: #0d2655; border-left: 4px solid #0D2655; padding-left: 12px; margin: 36px 0 20px; font-size: 22px;\">Enlaces relacionados<\/h2>\n<div><a style=\"display: inline-block; background: #06B6D4; color: #fff; font-size: 13px; font-weight: 600; padding: 10px 20px; border-radius: 6px; text-decoration: none; margin: 0 8px 8px 0;\" href=\"\/faci\/index.php\/programas-de-postgrado\/\">\u2190 Todos los programas de postgrado<\/a><a style=\"display: inline-block; background: #fff; color: #0d2655; border: 2px solid #0D2655; font-size: 13px; font-weight: 600; padding: 8px 20px; border-radius: 6px; text-decoration: none; margin: 0 8px 8px 0;\" href=\"\/faci\/index.php\/oferta-academica\/\">Oferta acad\u00e9mica<\/a><a style=\"display: inline-block; background: #fff; color: #0d2655; border: 2px solid #0D2655; font-size: 13px; font-weight: 600; padding: 8px 20px; border-radius: 6px; text-decoration: none; margin: 0 8px 8px 0;\" href=\"\/faci\/index.php\/investigacion-lab-publicaciones\/\">Investigaci\u00f3n y publicaciones<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Programa de Mag\u00edster Mag\u00edster en Estad\u00edstica Programa orientado a formar graduados con conocimientos avanzados en Estad\u00edstica para investigaci\u00f3n en modelamiento&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-26452","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/pages\/26452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/comments?post=26452"}],"version-history":[{"count":2,"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/pages\/26452\/revisions"}],"predecessor-version":[{"id":27423,"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/pages\/26452\/revisions\/27423"}],"wp:attachment":[{"href":"https:\/\/ciencias.ubiobio.cl\/faci\/index.php\/wp-json\/wp\/v2\/media?parent=26452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}