﻿{"id":1546,"date":"2013-01-08T00:06:42","date_gmt":"2013-01-07T15:06:42","guid":{"rendered":"http:\/\/fujiitoshiki.com\/improvesociety\/?p=1546"},"modified":"2014-08-08T05:55:48","modified_gmt":"2014-08-07T20:55:48","slug":"how-to-estimate-95-confidence-interval-of-population-average-from-sample-average-and-sample-standard-deviation","status":"publish","type":"post","link":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546","title":{"rendered":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?"},"content":{"rendered":"<div class=\"theContentWrap-ccc\"><p>If you had known average and standard deviation of sample which size is N, you could estimate the range of population average with 95 % probability. In standard normal distribution, sum of area under curve greater than 1.96 and less than &#8211; 1.96 is 0.05. There is population average between exception multiplying 1.96 by standard error from average and sum of the multiplied and average, called as 95 % confidence interval (95 % CI).<\/p>\n<p><img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+95+%5C%25+C.I.%3D+%5Cmu+%5Cpm+1.96+SE+%3D+%5Cmu+%5Cpm+1.96+%5Cfrac%7BSD%7D%7B%5Csqrt+N%7D&#038;bg=T&#038;fg=000000&#038;s=0' alt='\\displaystyle 95 \\% C.I.= \\mu \\pm 1.96 SE = \\mu \\pm 1.96 \\frac{SD}{\\sqrt N}' title='\\displaystyle 95 \\% C.I.= \\mu \\pm 1.96 SE = \\mu \\pm 1.96 \\frac{SD}{\\sqrt N}' class='latex' \/><\/p>\n<p><img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cmu&#038;bg=T&#038;fg=000000&#038;s=0' alt='\\mu' title='\\mu' class='latex' \/>; Average, SE; standard error, SD; standard deviation<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>If you had known average and standard deviation of sample which size is N, you could estimate the range of pop &hellip; <a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[7],"tags":[42,46,47,48],"class_list":["post-1546","post","type-post","status-publish","format-standard","hentry","category-statistics","tag-95-confidence-interval","tag-population-average","tag-sample-average","tag-sample-standard-deviation"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<meta name=\"keywords\" content=\"population average,95 % confidence interval,sample average,sample standard deviation\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.9\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Improve Society | with Database, Statistics and Nutrition\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2013-01-07T15:06:42+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2014-08-07T20:55:48+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#article\",\"name\":\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society\",\"headline\":\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?\",\"author\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\"},\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#articleImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"},\"datePublished\":\"2013-01-08T00:06:42+09:00\",\"dateModified\":\"2014-08-08T05:55:48+09:00\",\"inLanguage\":\"ja\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#webpage\"},\"articleSection\":\"Statistics, 95% confidence interval, population average, sample average, sample standard deviation\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=7#listItem\",\"name\":\"Statistics\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=7#listItem\",\"position\":2,\"name\":\"Statistics\",\"item\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=7\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#listItem\",\"name\":\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#listItem\",\"position\":3,\"name\":\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?cat=7#listItem\",\"name\":\"Statistics\"}}]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#personImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#webpage\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546\",\"name\":\"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society\",\"inLanguage\":\"ja\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?p=1546#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/?author=1#author\"},\"datePublished\":\"2013-01-08T00:06:42+09:00\",\"dateModified\":\"2014-08-08T05:55:48+09:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#website\",\"url\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/\",\"name\":\"Improve Society\",\"description\":\"with Database, Statistics and Nutrition\",\"inLanguage\":\"ja\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.fujiitoshiki.com\\\/improvesociety\\\/#person\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society","description":"","canonical_url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546","robots":"max-image-preview:large","keywords":"population average,95 % confidence interval,sample average,sample standard deviation","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#article","name":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society","headline":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?","author":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"publisher":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person"},"image":{"@type":"ImageObject","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#articleImage","url":"https:\/\/secure.gravatar.com\/avatar\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"},"datePublished":"2013-01-08T00:06:42+09:00","dateModified":"2014-08-08T05:55:48+09:00","inLanguage":"ja","mainEntityOfPage":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#webpage"},"isPartOf":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#webpage"},"articleSection":"Statistics, 95% confidence interval, population average, sample average, sample standard deviation"},{"@type":"BreadcrumbList","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety#listItem","position":1,"name":"Home","item":"https:\/\/www.fujiitoshiki.com\/improvesociety","nextItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7#listItem","name":"Statistics"}},{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7#listItem","position":2,"name":"Statistics","item":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7","nextItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#listItem","name":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#listItem","position":3,"name":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?","previousItem":{"@type":"ListItem","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7#listItem","name":"Statistics"}}]},{"@type":"Person","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person","name":"admin","image":{"@type":"ImageObject","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#personImage","url":"https:\/\/secure.gravatar.com\/avatar\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"}},{"@type":"Person","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1","name":"admin","image":{"@type":"ImageObject","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/4ae816121e2fdbfad4bfba7268a6d5a7910d91a047394738018fa9b82a7da661?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"}},{"@type":"WebPage","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#webpage","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546","name":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society","inLanguage":"ja","isPartOf":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#website"},"breadcrumb":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546#breadcrumblist"},"author":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"creator":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?author=1#author"},"datePublished":"2013-01-08T00:06:42+09:00","dateModified":"2014-08-08T05:55:48+09:00"},{"@type":"WebSite","@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#website","url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/","name":"Improve Society","description":"with Database, Statistics and Nutrition","inLanguage":"ja","publisher":{"@id":"https:\/\/www.fujiitoshiki.com\/improvesociety\/#person"}}]},"og:locale":"ja_JP","og:site_name":"Improve Society | with Database, Statistics and Nutrition","og:type":"article","og:title":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society","og:url":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546","article:published_time":"2013-01-07T15:06:42+00:00","article:modified_time":"2014-08-07T20:55:48+00:00","twitter:card":"summary","twitter:title":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | Improve Society"},"aioseo_meta_data":{"post_id":"1546","title":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation? | #site_title","description":null,"keywords":[{"label":"population average","value":"population average"},{"label":"95 % confidence interval","value":"95 % confidence interval"},{"label":"sample average","value":"sample average"},{"label":"sample standard deviation","value":"sample standard deviation"}],"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2020-12-21 23:40:48","updated":"2025-06-04 04:50:09","seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7\" title=\"Statistics\">Statistics<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tHow to estimate 95 % confidence interval of population average from sample average and sample standard deviation?\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.fujiitoshiki.com\/improvesociety"},{"label":"Statistics","link":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?cat=7"},{"label":"How to estimate 95 % confidence interval of population average from sample average and sample standard deviation?","link":"https:\/\/www.fujiitoshiki.com\/improvesociety\/?p=1546"}],"_links":{"self":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/1546","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1546"}],"version-history":[{"count":8,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/1546\/revisions"}],"predecessor-version":[{"id":6175,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=\/wp\/v2\/posts\/1546\/revisions\/6175"}],"wp:attachment":[{"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fujiitoshiki.com\/improvesociety\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}