{"id":254,"date":"2020-12-30T08:00:00","date_gmt":"2020-12-30T12:00:00","guid":{"rendered":"https:\/\/guidocutipa.blog.bo\/investigacion\/?p=254"},"modified":"2023-01-04T17:42:22","modified_gmt":"2023-01-04T21:42:22","slug":"que-es-un-intervalo-de-confianza-y-para-que-se-utiliza","status":"publish","type":"post","link":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/","title":{"rendered":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza?"},"content":{"rendered":"\n

El intervalo de confianza representa una t\u00e9cnica de estimaci\u00f3n que se utiliza en el campo de la inferencia estad\u00edstica. En \u00e9l se permite acotar uno o diversos pares de valores, entre los cuales est\u00e1 la estimaci\u00f3n puntual indagada. Esto dentro de una determinada probabilidad.<\/p>\n\n\n\n

Un intervalo de confianza estad\u00edstica en estad\u00edstica permite calcular los valores que existen alrededor de una media muestral. Dentro de la muestra, se encuentra un rango superior y otro inferior. Dentro de dicho rango, se estima la probabilidad determinada y se localiza el par\u00e1metro poblacional. De modo que esto permite expresar con precisi\u00f3n si la estimaci\u00f3n de la muestra coincide con el valor de toda la poblaci\u00f3n.<\/p>\n\n\n\n

Para que sirven los intervalos de confianza<\/strong><\/h2>\n\n\n\n

Para conocer el valor poblacional inaccesible al investigador, por ejemplo, la media poblacional ya no se necesita \u201cmedir\u201d a todos los sujetos de una poblaci\u00f3n, se puede inferir el rango de valores entre los que se encuentra el verdadero valor poblacional. Y esto se puede lograr a partir de una sola muestra tomada al azar. El margen de error o de equivocaci\u00f3n en la estimaci\u00f3n es del 5% si el c\u00e1lculo de un Intervalo de Confianza es del 95%, aunque se puede ser m\u00e1s preciso y disminuir el grado de error al 1% calculando un Intervalo de Confianza del 99%.<\/p>\n\n\n\n

Como el proceso de inferencia es el que estima el valor de un par\u00e1metro a partir del valor estad\u00edstico, se puede utilizar de manera puntual o tambi\u00e9n por intervalos. Tener un buen control estad\u00edstico permite conocer el intervalo que le corresponde a cada proceso, con \u00e9l se puede determinar el verdadero valor de un par\u00e1metro.<\/p>\n\n\n\n

Por ejemplo, si se realiza una encuesta a una muestra de personas y se estima que el porcentaje de personas que apoyan una determinada medida es del 50%, se puede utilizar un intervalo de confianza para expresar la incertidumbre en esta estimaci\u00f3n. Si el intervalo de confianza es del 48% al 52%, significa que hay una alta probabilidad de que el verdadero porcentaje de apoyo en la poblaci\u00f3n completa est\u00e9 dentro de este intervalo.<\/p>\n\n\n\n

Los intervalos de confianza se utilizan a menudo en investigaci\u00f3n y estad\u00edsticas para evaluar la precisi\u00f3n de las estimaciones y para tomar decisiones informadas. Por ejemplo, si se realiza una encuesta para evaluar la opini\u00f3n de los ciudadanos sobre una pol\u00edtica p\u00fablica, el intervalo de confianza puede ayudar a determinar si la opini\u00f3n de la muestra es representativa de la poblaci\u00f3n completa.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Referencias<\/h2>\n\n\n\n

https:\/\/www.psyma.com\/company\/news\/message\/como-determinar-el-tamano-de-una-muestra<\/a><\/p>\n\n\n\n

http:\/\/asignatura.us.es\/dadpsico\/apuntes\/TamMuestra.pdf<\/a><\/p>\n\n\n\n

https:\/\/www.bancofinandina.com\/finanblog\/noticias\/2019\/11\/01\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza<\/a><\/p>\n\n\n\n

\u00bfQu\u00e9 es y para qu\u00e9 sirve el Intervalo de Confianza? LadisLao P. d\u00edaz BaLL ve, Fernando G. r\u00edos, MarceLa Mariano<\/p>\n","protected":false},"excerpt":{"rendered":"

El intervalo de confianza representa una t\u00e9cnica de estimaci\u00f3n que se utiliza en el campo de la inferencia estad\u00edstica. En \u00e9l se permite acotar uno o diversos pares de valores, entre los cuales est\u00e1 la estimaci\u00f3n puntual indagada. Esto dentro de una determinada probabilidad. Un intervalo de confianza estad\u00edstica en estad\u00edstica permite calcular los valores … Leer m\u00e1s<\/a><\/p>\n","protected":false},"author":2,"featured_media":255,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[2],"tags":[11],"class_list":["post-254","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-investigacion-cientifica","tag-estadistica"],"yoast_head":"\n\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica\" \/>\n<meta property=\"og:description\" content=\"El intervalo de confianza representa una t\u00e9cnica de estimaci\u00f3n que se utiliza en el campo de la inferencia estad\u00edstica. En \u00e9l se permite acotar uno o diversos pares de valores, entre los cuales est\u00e1 la estimaci\u00f3n puntual indagada. Esto dentro de una determinada probabilidad. Un intervalo de confianza estad\u00edstica en estad\u00edstica permite calcular los valores ... Leer m\u00e1s\" \/>\n<meta property=\"og:url\" content=\"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/\" \/>\n<meta property=\"og:site_name\" content=\"Investigaci\u00f3n Cient\u00edfica\" \/>\n<meta property=\"article:published_time\" content=\"2020-12-30T12:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-01-04T21:42:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1880\" \/>\n\t<meta property=\"og:image:height\" content=\"1253\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Guido Cutipa\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Guido Cutipa\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/\"},\"author\":{\"name\":\"Guido Cutipa\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#\\\/schema\\\/person\\\/b1e178b36b34c91424767e8c44b6f173\"},\"headline\":\"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza?\",\"datePublished\":\"2020-12-30T12:00:00+00:00\",\"dateModified\":\"2023-01-04T21:42:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/\"},\"wordCount\":489,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#\\\/schema\\\/person\\\/b1e178b36b34c91424767e8c44b6f173\"},\"image\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/pexels-photo-2058147.jpeg\",\"keywords\":[\"Estad\u00edstica\"],\"articleSection\":[\"Investigaci\u00f3n cient\u00edfica\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/\",\"url\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/\",\"name\":\"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/pexels-photo-2058147.jpeg\",\"datePublished\":\"2020-12-30T12:00:00+00:00\",\"dateModified\":\"2023-01-04T21:42:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#primaryimage\",\"url\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/pexels-photo-2058147.jpeg\",\"contentUrl\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/12\\\/pexels-photo-2058147.jpeg\",\"width\":1880,\"height\":1253,\"caption\":\"Photo by Oleg Magni on Pexels.com\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#website\",\"url\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/\",\"name\":\"Investigaci\u00f3n Cient\u00edfica\",\"description\":\"Investigaci\u00f3n Cient\u00edfica, Tesis, Proyectos de Grado\",\"publisher\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#\\\/schema\\\/person\\\/b1e178b36b34c91424767e8c44b6f173\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/#\\\/schema\\\/person\\\/b1e178b36b34c91424767e8c44b6f173\",\"name\":\"Guido Cutipa\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/cropped-InvestigacionCientifica.png\",\"url\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/cropped-InvestigacionCientifica.png\",\"contentUrl\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/cropped-InvestigacionCientifica.png\",\"width\":210,\"height\":48,\"caption\":\"Guido Cutipa\"},\"logo\":{\"@id\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/cropped-InvestigacionCientifica.png\"},\"url\":\"https:\\\/\\\/guidocutipa.blog.bo\\\/investigacion\\\/author\\\/guido-cutipa\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/","og_locale":"es_ES","og_type":"article","og_title":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica","og_description":"El intervalo de confianza representa una t\u00e9cnica de estimaci\u00f3n que se utiliza en el campo de la inferencia estad\u00edstica. En \u00e9l se permite acotar uno o diversos pares de valores, entre los cuales est\u00e1 la estimaci\u00f3n puntual indagada. Esto dentro de una determinada probabilidad. Un intervalo de confianza estad\u00edstica en estad\u00edstica permite calcular los valores ... Leer m\u00e1s","og_url":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/","og_site_name":"Investigaci\u00f3n Cient\u00edfica","article_published_time":"2020-12-30T12:00:00+00:00","article_modified_time":"2023-01-04T21:42:22+00:00","og_image":[{"width":1880,"height":1253,"url":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg","type":"image\/jpeg"}],"author":"Guido Cutipa","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Guido Cutipa","Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#article","isPartOf":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/"},"author":{"name":"Guido Cutipa","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#\/schema\/person\/b1e178b36b34c91424767e8c44b6f173"},"headline":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza?","datePublished":"2020-12-30T12:00:00+00:00","dateModified":"2023-01-04T21:42:22+00:00","mainEntityOfPage":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/"},"wordCount":489,"commentCount":0,"publisher":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#\/schema\/person\/b1e178b36b34c91424767e8c44b6f173"},"image":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#primaryimage"},"thumbnailUrl":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg","keywords":["Estad\u00edstica"],"articleSection":["Investigaci\u00f3n cient\u00edfica"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/","url":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/","name":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza? - Investigaci\u00f3n Cient\u00edfica","isPartOf":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#website"},"primaryImageOfPage":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#primaryimage"},"image":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#primaryimage"},"thumbnailUrl":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg","datePublished":"2020-12-30T12:00:00+00:00","dateModified":"2023-01-04T21:42:22+00:00","breadcrumb":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#primaryimage","url":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg","contentUrl":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/12\/pexels-photo-2058147.jpeg","width":1880,"height":1253,"caption":"Photo by Oleg Magni on Pexels.com"},{"@type":"BreadcrumbList","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/que-es-un-intervalo-de-confianza-y-para-que-se-utiliza\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/guidocutipa.blog.bo\/investigacion\/"},{"@type":"ListItem","position":2,"name":"\u00bfQu\u00e9 es un intervalo de confianza y para qu\u00e9 se utiliza?"}]},{"@type":"WebSite","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#website","url":"https:\/\/guidocutipa.blog.bo\/investigacion\/","name":"Investigaci\u00f3n Cient\u00edfica","description":"Investigaci\u00f3n Cient\u00edfica, Tesis, Proyectos de Grado","publisher":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#\/schema\/person\/b1e178b36b34c91424767e8c44b6f173"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/guidocutipa.blog.bo\/investigacion\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":["Person","Organization"],"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/#\/schema\/person\/b1e178b36b34c91424767e8c44b6f173","name":"Guido Cutipa","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/04\/cropped-InvestigacionCientifica.png","url":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/04\/cropped-InvestigacionCientifica.png","contentUrl":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/04\/cropped-InvestigacionCientifica.png","width":210,"height":48,"caption":"Guido Cutipa"},"logo":{"@id":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-content\/uploads\/2020\/04\/cropped-InvestigacionCientifica.png"},"url":"https:\/\/guidocutipa.blog.bo\/investigacion\/author\/guido-cutipa\/"}]}},"jetpack_publicize_connections":[],"_links":{"self":[{"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/posts\/254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/comments?post=254"}],"version-history":[{"count":2,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/posts\/254\/revisions"}],"predecessor-version":[{"id":441,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/posts\/254\/revisions\/441"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/media\/255"}],"wp:attachment":[{"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/media?parent=254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/categories?post=254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guidocutipa.blog.bo\/investigacion\/wp-json\/wp\/v2\/tags?post=254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}