{"id":1400,"date":"2018-12-15T06:32:02","date_gmt":"2018-12-15T06:32:02","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2018\/12\/15\/27-statistical-concepts-explained-in-simple-english-part-5\/"},"modified":"2018-12-15T06:32:02","modified_gmt":"2018-12-15T06:32:02","slug":"27-statistical-concepts-explained-in-simple-english-part-5","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2018\/12\/15\/27-statistical-concepts-explained-in-simple-english-part-5\/","title":{"rendered":"27 Statistical Concepts Explained in Simple English &#8211; Part 5"},"content":{"rendered":"<p>Author: Vincent Granville<\/p>\n<div>\n<p>This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles,<span>\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/check-out-our-dsc-newsletter\" target=\"_blank\" rel=\"noopener\">sign up on DSC<\/a>.\u00a0<\/p>\n<p><a href=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/155353986?profile=original\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/155353986?profile=original\" class=\"align-center\"><\/a><\/p>\n<p><strong>27 Statistical Concepts Explained in Simple English<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/cumulative-frequency-distribution\/\">Cumulative Frequency Distribution: Simple Definition, Easy Steps<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/cumulative-frequency-table-excel-easy-steps\/\">Cumulative Frequency Table in Excel: Easy Steps<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/data-collection-methods\/\">Data Collection Methods<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/decile\/\">What is a Decile?<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/decision-tree-definition-and-examples\/\">Decision Tree: Definition and Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/degrees-of-freedom\/\">Degrees of Freedom: What are they?<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/density-curve-examples\/\">Density Curve Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dependent-variable-definition\/\">Dependent Variable: Definition and Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/design-effect\/\">Design Effect: Definition, Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/deterministic\/\">Deterministic: Definition and Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/detrend-data\/\">Detrend Data<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dichotomous-variable\/\">Dichotomous Variable: Definition<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/difference-binompdf-binomcdf\/\">Difference Between BinomPDF and BinomCDF<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dimensionality\/\">Curse of Dimensionality &#038; High Dimensional Data<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/directed-acyclic-graph\/\">Acyclic Graph &#038; Directed Acyclic Graph: Definition, Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/direction-of-association\/\">Direction of Association in Statistics: What is it?<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/discrete-probability-distribution\/\">Discrete Probability Distribution: Definition &#038; Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/discrete-variable\/\">What is a Discrete Variable in Statistics?<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/discrete-vs-continuous-variables\/\">Discrete vs Continuous variables: How to Tell the Difference<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/disjoint-events\/\">Disjoint Events: Definition, Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dispersion\/\">Dispersion \/ Measures of Dispersion: Definition<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dixons-q-test\/\">Dixon&#8217;s Q Test: Definition, Step by Step Examples\u00a0<\/a>+ Q Critical Values Tables<\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/double-sampling-2\/\">Double Sampling: Simple Definition, Types<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dummy-variables\/\">Dummy Variables \/ Indicator Variable: Simple Definition, Examples<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/duncans-multiple-range-test\/\">Duncan&#8217;s Multiple Range Test (MRT)<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dunnetts-test\/\">Dunnett&#8217;s Test \/ Dunnett&#8217;s Method: Definition<\/a><\/li>\n<li><a href=\"https:\/\/www.statisticshowto.datasciencecentral.com\/dunns-test\/\">Dunn&#8217;s test: Definition<\/a><\/li>\n<\/ul>\n<p>Previous editions can be accessed here:<span>\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/29-statistical-concepts-explained-in-simple-english-part-1\" target=\"_blank\" rel=\"noopener\">Part 1<\/a><span>\u00a0<\/span>|<span>\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/25-statistical-concepts-explained-in-simple-english-part-2\" target=\"_blank\" rel=\"noopener\">Part 2<\/a><span>\u00a0<\/span>|<span>\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/29-statistical-concepts-explained-in-simple-english-part-2\" target=\"_blank\" rel=\"noopener\">Part 3<\/a>\u00a0| <a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/29-statistical-concepts-explained-in-simple-english-part-4\" target=\"_blank\" rel=\"noopener\">Part 4<\/a>. Also, if you downloaded our book<span>\u00a0<\/span><em>Applied Stochastic Processes<\/em>, there is an error page 64, that I fixed. The new version of the book can be found<span>\u00a0<\/span><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/fee-book-applied-stochastic-processes\" target=\"_blank\" rel=\"noopener\">here<\/a>.\u00a0<\/p>\n<p><em>To make sure you keep getting these emails, please add\u00a0\u00a0mail@newsletter.datasciencecentral.com\u00a0<\/em><span><em>to your address book or whitelist us.\u00a0<\/em>\u00a0<\/span><\/p>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:785389\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Vincent Granville This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2018\/12\/15\/27-statistical-concepts-explained-in-simple-english-part-5\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":469,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/1400"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=1400"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/1400\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/473"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=1400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=1400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=1400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}