{"id":4946,"date":"2021-08-09T17:23:44","date_gmt":"2021-08-09T11:53:44","guid":{"rendered":"https:\/\/www.calltutors.com\/blog\/?p=4946"},"modified":"2023-02-11T07:36:58","modified_gmt":"2023-02-11T11:36:58","slug":"branches-of-statistics","status":"publish","type":"post","link":"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/","title":{"rendered":"Branches of Statistics: Everything You Should Know About"},"content":{"rendered":"\n<p>Statistics is a branch of mathematics that deals with data collection, analysis, interpretation, presentation, and organization. It is a crucial tool for making informed decisions in various fields such as business, medicine, social sciences, and natural sciences. Over the years, statistics have evolved and branched into several subfields. <\/p>\n\n\n\n<p>There are two main branches of statistics that are Descriptive Statistics and Inferential Statistics. We are aware that many students are already familiar with statistics branches. To clear up any confusion, we will thoroughly explore both Branches of statistics in this blog. Before diving into the areas of statistics, let us read about statistics.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"what-is-statistics\"><\/span>What is Statistics?<span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69e656fc35f75\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69e656fc35f75\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#what-is-statistics\" >What is Statistics?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#key-takeaways\" >Key Takeaways<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#branches-of-statistics\" >Branches of Statistics<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#descriptive-statistics\" >Descriptive Statistics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#measures-of-central-tendency\" >Measures of Central Tendency<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#mean\" >Mean<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#median\" >Median<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#mode\" >Mode<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#measures-of-variability\" >Measures of Variability<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#inferential-statistics\" >Inferential Statistics<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#conclusion-branches-of-statistics\" >Conclusion (Branches of Statistics)<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#also-read\" >Also, Read..!!<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#faqs-frequently-asked-questions\" >FAQs (Frequently Asked Questions)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#what-are-the-two-main-branches-of-statistics\" >What are the two main branches of statistics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#who-uses-statistics\" >Who uses statistics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.calltutors.com\/blog\/branches-of-statistics\/#what-is-the-difference-between-descriptive-and-inferential-statistics\" >What is the difference between descriptive and inferential statistics?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<p>The most important branch of mathematics is statistics. It is used to accomplish various tasks, such as data collecting, organization, and analysis. Or we can say that statistics is a type of mathematical analysis that uses quantitative models to generate experimental data or real-world studies. Statistics explores the methods for gathering, examining, interpreting, and drawing conclusions from data. The following are some statistical measures:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mean<\/li>\n\n\n\n<li>Variance<\/li>\n\n\n\n<li>Skewness<\/li>\n\n\n\n<li>Regression analysis<\/li>\n\n\n\n<li>Kurtosis<\/li>\n\n\n\n<li>Analysis of variance<\/li>\n\n\n\n<li>Descriptive Statistics<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"key-takeaways\"><\/span>Key Takeaways<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Statistics is the study and the manipulation of the data, including methods for data collecting, organization, analysis and conclusion.<\/li>\n\n\n\n<li>Descriptive and inferential statistics are the two main areas of statistics.<\/li>\n\n\n\n<li>Business and investment decisions can improve with the use of statistics.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"branches-of-statistics\"><\/span>Branches of Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Descriptive statistics and inferential statistics are the two main branches of statistics. Both the statistics branches are used in scientific data analysis and are equally significant for a statistics student.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"410\" height=\"1024\" src=\"https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics-410x1024.webp\" alt=\"Branches of Statistics\" class=\"wp-image-16827\" srcset=\"https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics-410x1024.webp 410w, https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics-120x300.webp 120w, https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics-768x1920.webp 768w, https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics-150x375.webp 150w, https:\/\/www.calltutors.com\/blog\/wp-content\/uploads\/2022\/09\/Branches-of-statistics.webp 800w\" sizes=\"(max-width: 410px) 100vw, 410px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"descriptive-statistics\"><\/span>Descriptive Statistics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The first aspect of statistics is descriptive statistics, which deals with the presentation and collection of data. It is not as simple as it appears. The statistician must know how to design and experiment, select the appropriate focus group, and prevent biases that are too easy to introduce into the experiment.<\/p>\n\n\n\n<p>Generally, descriptive statistics can be categorized into<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Measures of central tendency<\/li>\n\n\n\n<li>Measures of variability<\/li>\n<\/ul>\n\n\n\n<p>To understand both measures of tendency and variability, easily use graphs, tables, and general discussions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"measures-of-central-tendency\"><\/span>Measures of Central Tendency<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Measures of central tendency are used by statisticians to examine the value distribution center. These are the measures of tendency:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"mean\"><\/span><strong>Mean<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>A mean is a common approach for describing the central tendency. To calculate the average of several values, count them all and divide them by the number of possible values.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"median\"><\/span><strong>Median<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>It is an outcome found in the middle of a set of values. In numerical journals, edit the results, and the result that is in the center of the distributed sample finds that one is an easy technique to get the median.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"mode\"><\/span><strong>Mode<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>In the given data set, the value which occurs most frequently is the mode.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"measures-of-variability\"><\/span>Measures of Variability<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>The measure of variability helps the statisticians analyze the distribution from a particular data set. Quartiles, ranges, variances, and standard deviations are the variability variables.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"inferential-statistics\"><\/span>Inferential Statistics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Inference statistics (statistics branch) are statistical techniques that allow statisticians to utilize data from a sample to conclude, predict the behavior of a given population, and make judgments or decisions.<\/p>\n\n\n\n<p>Using descriptive statistics, inference statistics frequently talk in terms of probability. Furthermore, a statistician uses these techniques mainly for data analysis, writing, and drawing conclusions from the limited data. This is accomplished by taking samples and determining their reliability.<\/p>\n\n\n\n<p>Most future predictions and generalizations based on a population study of a smaller specimen are covered by inference statistics. Furthermore, the majority of social science experiments involve the investigation of a small sample population, and that helps in determining community behavior.<\/p>\n\n\n\n<p>The researchers can bring the study-related conclusions by designing a practical experiment. When drawing conclusions, it is important to avoid drawing incorrect or biased conclusions.<\/p>\n\n\n\n<p>There are some different types of inferential statistics, which include the following, which are shown below:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Regression analysis<\/li>\n\n\n\n<li>Analysis of variance (ANOVA)<\/li>\n\n\n\n<li>Analysis of covariance (ANCOVA)<\/li>\n\n\n\n<li>Statistical significance (t-test)<\/li>\n\n\n\n<li>Correlation analysis<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"conclusion-branches-of-statistics\"><\/span>Conclusion (Branches of Statistics)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>It is all about the branches of statistics. Now, you should have a better idea about the areas of statistics or statistics branches. We hope this blog was helpful to you and you understood it completely. But if, in any case, you are facing any kind of trouble and want our <a href=\"https:\/\/www.calltutors.com\/Articles\/Statistics-Assignment-Help\">help with statistics homework<\/a>, then you are in the right place. Our experts provide you with the best service. You can contact us any time. We are 24*7 available here to help you.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"also-read\"><\/span>Also, Read..!!<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.calltutors.com\/blog\/difference-between-descriptive-and-inferential-statistics\/\">Difference Between Descriptive and Inferential Statistics<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"faqs-frequently-asked-questions\"><\/span>FAQs (Frequently Asked Questions)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-611b862fd90a7\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-are-the-two-main-branches-of-statistics\"><\/span>What are the two main branches of statistics?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The two branches of statistics which are the main one are descriptive statistics and inferential statistics.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-611b862fd90aa\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"who-uses-statistics\"><\/span>Who uses statistics?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Statistics are commonly used in a variety of applications and professions. Statistics are managed to create whenever data is collected and examined. This can include everything from government organizations to academic research to analyzing investments.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-611b862fd90ab\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><span class=\"ez-toc-section\" id=\"what-is-the-difference-between-descriptive-and-inferential-statistics\"><\/span>What is the difference between descriptive and inferential statistics?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>The features or qualities of a data set are summarised by using descriptive statistics. You can use inferential statistics to test a <a href=\"https:\/\/en.wikipedia.org\/wiki\/Hypothesis\" target=\"_blank\" rel=\"noreferrer noopener\">hypothesis <\/a>or see if your data is generalizable to a larger population.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Statistics is a branch of mathematics that deals with data collection, analysis, interpretation, presentation, and organization. It is a crucial tool for making informed decisions in various fields such as business, medicine, social sciences, and natural sciences. Over the years, statistics have evolved and branched into several subfields. There are two main branches of statistics [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":22138,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[47],"tags":[1332,608,1331,609,356,610,1330,354,572,1333,599],"class_list":["post-4946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","tag-areas-of-statistics","tag-branches-of-statistics","tag-branches-statistics","tag-descriptive-statistics","tag-education","tag-inferential-statistics","tag-statistics-branches","tag-students","tag-study","tag-two-main-branches-of-statistics","tag-what-is-statistics"],"_links":{"self":[{"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/posts\/4946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/comments?post=4946"}],"version-history":[{"count":0,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/posts\/4946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/media\/22138"}],"wp:attachment":[{"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/media?parent=4946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/categories?post=4946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.calltutors.com\/blog\/wp-json\/wp\/v2\/tags?post=4946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}