{"id":4548,"date":"2014-04-29T12:56:01","date_gmt":"2014-04-29T17:56:01","guid":{"rendered":"https:\/\/www.kabt.org\/?p=4548"},"modified":"2014-04-29T12:56:01","modified_gmt":"2014-04-29T17:56:01","slug":"statistics-in-the-biology-classroom","status":"publish","type":"post","link":"https:\/\/www.kabt.org\/?p=4548","title":{"rendered":"Statistics in the Biology Classroom"},"content":{"rendered":"<p>Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets\u00a0<a title=\"Camden's Notes\" href=\"https:\/\/docs.google.com\/document\/d\/1IKGG0wxwr_6pxHpxwuLWy_5yB1cWMVa3xdgD1AyPNA0\/edit\">here<\/a>.<\/p>\n<p>Like last time I won&#8217;t rehash everything from my notes and I think continuing a discussion of statistics in biology here on KABT as well as within the document would serve a greater purpose. Brad started the class telling a now classic story of a British woman claiming to tell whether milk was added before or after her tea and then the conversation led to how we could model this using spreadsheets. The conversation weaved its way around the AP curriculum (including which labs different stats can be used in), the sometimes over-reliance on Chi-Square as a statistical test, and how to build students conceptual understanding of stats, distributions, and p-values, without really having to &#8220;learn&#8221; complicated formulas.<\/p>\n<p>So with that, what does everyone else think? How should statistics be used on biology? How does it look different vertically between grade levels? When and how should students first begin working with modeling statistics?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets\u00a0here. Like<br \/><a class=\"moretag\" href=\"https:\/\/www.kabt.org\/?p=4548\">+ Read More<\/a><\/p>\n","protected":false},"author":5582,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_s2mail":"yes","_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[9,8,21],"tags":[],"class_list":["post-4548","post","type-post","status-publish","format-standard","hentry","category-labs","category-teaching-resources","category-technology"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Camden Burton\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.kabt.org\/?p=4548\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"-\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Statistics in the Biology Classroom -\" \/>\n\t\t<meta property=\"og:description\" content=\"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.kabt.org\/?p=4548\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2014-04-29T17:56:01+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2014-04-29T17:56:01+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Statistics in the Biology Classroom -\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#blogposting\",\"name\":\"Statistics in the Biology Classroom -\",\"headline\":\"Statistics in the Biology Classroom\",\"author\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?author=5582#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/#organization\"},\"datePublished\":\"2014-04-29T12:56:01-05:00\",\"dateModified\":\"2014-04-29T12:56:01-05:00\",\"inLanguage\":\"en-US\",\"commentCount\":1,\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#webpage\"},\"articleSection\":\"Labs, Teaching Resources, Technology\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.kabt.org\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?cat=8#listItem\",\"name\":\"Teaching Resources\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?cat=8#listItem\",\"position\":2,\"name\":\"Teaching Resources\",\"item\":\"https:\\\/\\\/www.kabt.org\\\/?cat=8\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#listItem\",\"name\":\"Statistics in the Biology Classroom\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#listItem\",\"position\":3,\"name\":\"Statistics in the Biology Classroom\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?cat=8#listItem\",\"name\":\"Teaching Resources\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/#organization\",\"url\":\"https:\\\/\\\/www.kabt.org\\\/\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?author=5582#author\",\"url\":\"https:\\\/\\\/www.kabt.org\\\/?author=5582\",\"name\":\"Camden Burton\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#webpage\",\"url\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548\",\"name\":\"Statistics in the Biology Classroom -\",\"description\":\"Saturday at KU Edwards Campus I attended the \\u201cStatistics in the Biology Classroom\\u201d workshop, the 2nd part of April\\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?p=4548#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?author=5582#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/?author=5582#author\"},\"datePublished\":\"2014-04-29T12:56:01-05:00\",\"dateModified\":\"2014-04-29T12:56:01-05:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.kabt.org\\\/#website\",\"url\":\"https:\\\/\\\/www.kabt.org\\\/\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.kabt.org\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Statistics in the Biology Classroom -","description":"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like","canonical_url":"https:\/\/www.kabt.org\/?p=4548","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/www.kabt.org\/?p=4548#blogposting","name":"Statistics in the Biology Classroom -","headline":"Statistics in the Biology Classroom","author":{"@id":"https:\/\/www.kabt.org\/?author=5582#author"},"publisher":{"@id":"https:\/\/www.kabt.org\/#organization"},"datePublished":"2014-04-29T12:56:01-05:00","dateModified":"2014-04-29T12:56:01-05:00","inLanguage":"en-US","commentCount":1,"mainEntityOfPage":{"@id":"https:\/\/www.kabt.org\/?p=4548#webpage"},"isPartOf":{"@id":"https:\/\/www.kabt.org\/?p=4548#webpage"},"articleSection":"Labs, Teaching Resources, Technology"},{"@type":"BreadcrumbList","@id":"https:\/\/www.kabt.org\/?p=4548#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.kabt.org#listItem","position":1,"name":"Home","item":"https:\/\/www.kabt.org","nextItem":{"@type":"ListItem","@id":"https:\/\/www.kabt.org\/?cat=8#listItem","name":"Teaching Resources"}},{"@type":"ListItem","@id":"https:\/\/www.kabt.org\/?cat=8#listItem","position":2,"name":"Teaching Resources","item":"https:\/\/www.kabt.org\/?cat=8","nextItem":{"@type":"ListItem","@id":"https:\/\/www.kabt.org\/?p=4548#listItem","name":"Statistics in the Biology Classroom"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.kabt.org#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.kabt.org\/?p=4548#listItem","position":3,"name":"Statistics in the Biology Classroom","previousItem":{"@type":"ListItem","@id":"https:\/\/www.kabt.org\/?cat=8#listItem","name":"Teaching Resources"}}]},{"@type":"Organization","@id":"https:\/\/www.kabt.org\/#organization","url":"https:\/\/www.kabt.org\/"},{"@type":"Person","@id":"https:\/\/www.kabt.org\/?author=5582#author","url":"https:\/\/www.kabt.org\/?author=5582","name":"Camden Burton"},{"@type":"WebPage","@id":"https:\/\/www.kabt.org\/?p=4548#webpage","url":"https:\/\/www.kabt.org\/?p=4548","name":"Statistics in the Biology Classroom -","description":"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/www.kabt.org\/#website"},"breadcrumb":{"@id":"https:\/\/www.kabt.org\/?p=4548#breadcrumblist"},"author":{"@id":"https:\/\/www.kabt.org\/?author=5582#author"},"creator":{"@id":"https:\/\/www.kabt.org\/?author=5582#author"},"datePublished":"2014-04-29T12:56:01-05:00","dateModified":"2014-04-29T12:56:01-05:00"},{"@type":"WebSite","@id":"https:\/\/www.kabt.org\/#website","url":"https:\/\/www.kabt.org\/","inLanguage":"en-US","publisher":{"@id":"https:\/\/www.kabt.org\/#organization"}}]},"og:locale":"en_US","og:site_name":"-","og:type":"article","og:title":"Statistics in the Biology Classroom -","og:description":"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like","og:url":"https:\/\/www.kabt.org\/?p=4548","article:published_time":"2014-04-29T17:56:01+00:00","article:modified_time":"2014-04-29T17:56:01+00:00","twitter:card":"summary_large_image","twitter:title":"Statistics in the Biology Classroom -","twitter:description":"Saturday at KU Edwards Campus I attended the \u201cStatistics in the Biology Classroom\u201d workshop, the 2nd part of April\u2019s PD opportunities provided the KU Center for STEM Learning (under who the UKanTeach program can be found). You can find my notes, ideas, and instructions for incorporating statistics in the biology classroom using Excel spreadsheets here. Like"},"aioseo_meta_data":{"post_id":"4548","title":null,"description":null,"keywords":null,"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":"default","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,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2024-02-10 03:42:53","updated":"2025-12-10 07:44:12","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.kabt.org\" 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.kabt.org\/?cat=8\" title=\"Teaching Resources\">Teaching Resources<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tStatistics in the Biology Classroom\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.kabt.org"},{"label":"Teaching Resources","link":"https:\/\/www.kabt.org\/?cat=8"},{"label":"Statistics in the Biology Classroom","link":"https:\/\/www.kabt.org\/?p=4548"}],"_links":{"self":[{"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/posts\/4548","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/users\/5582"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kabt.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4548"}],"version-history":[{"count":1,"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/posts\/4548\/revisions"}],"predecessor-version":[{"id":4549,"href":"https:\/\/www.kabt.org\/index.php?rest_route=\/wp\/v2\/posts\/4548\/revisions\/4549"}],"wp:attachment":[{"href":"https:\/\/www.kabt.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4548"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kabt.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4548"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kabt.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}