{"id":33146,"date":"2021-04-19T11:52:33","date_gmt":"2021-04-19T15:52:33","guid":{"rendered":"https:\/\/www.shortform.com\/blog\/?p=33146"},"modified":"2021-04-24T14:18:41","modified_gmt":"2021-04-24T18:18:41","slug":"statistics-practice-questions","status":"publish","type":"post","link":"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/","title":{"rendered":"How to Lie With Statistics:  Practice Questions"},"content":{"rendered":"\n<p>Do you want to further your understanding of <em><a href=\"https:\/\/www.shortform.com\/blog\/how-to-lie-with-statistics-book\/\">How to Lie With Statistics<\/a><\/em>? Are you looking for practice questions to help you <a href=\"https:\/\/www.shortform.com\/blog\/statistical-evaluation\/\">evaluate statistics<\/a>? <\/p>\n\n\n\n<p>In Darrell Huff&#8217;s book, he explains how people with an agenda can manipulate statistics in their favor. We&#8217;ve put together some practice exercises to help you evaluate statistics better with Huff&#8217;s methods.<\/p>\n\n\n\n<p>Keep reading for <em>How to Lie With Statistics <\/em>practice questions.<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">Practice Questions From <em>How to Lie With Statistics <\/em><\/h2>\n\n\n\n<p>Have you ever wondered how the people who publish statistics so often turn up numbers that support their position? Sometimes, the numbers really <em>do <\/em>support the person or group publishing them, but statistics aren\u2019t as objective as we might like to believe.<\/p>\n\n\n\n<p>In Darrell Huff&#8217;s book, <em>How to Lie With Statistics, <\/em>he explains the methods used to manipulate statistics. Here are some <em>How to Lie With Statistics <\/em>practice questions to help you understand the book further:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exercise: Look for Fudged Numbers<\/strong><\/h3>\n\n\n\n<p>There are five techniques liars use to fudge the numbers.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Imagine you read that the average income of an Ivy League graduate is $70,562. What lying techniques were possibly used in generating this stat? How do you know?<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>Imagine you read that a company\u2019s return-on-investment has increased since last year by 1.34%. What lying techniques were possibly used in generating this stat? How do you know?<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exercise: Assess a Graph<\/strong><\/h3>\n\n\n\n<p>There are many techniques liars use to make graphs misleading.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Which of the liars\u2019 techniques do you spot in the line graph below?<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/cJgG-Ae-KrIctg92e4axu3--lwa4B9nJVbawWHbbctbOmwukN0KXed68bnq0bFHLFH5LUx03pj36ZAmy_AaWGU6xbJAiZObrNAPOBVBwj4MIfbODjiGja21wwlFzEovV2Uxiu5yt\" alt=\"\" title=\"Chart\"\/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>Which of the liars\u2019 techniques do you spot in the bar graph below?<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh3.googleusercontent.com\/r2sC4-rJKrnUTtcu5UCVyCD2-71v4fSMGqqahYTWLqCwJvXJ3_Of4Tln9Epqxl--mXYH_IAFzadiOKUORLCcsc4WTHrUsAK8wMaG3pwgMZz-mKgPdINSOycW0QaBlw3byJ2FLYVg\" alt=\"\" title=\"Chart\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Exercise: Assess a Statistic<\/strong><\/h3>\n\n\n\n<p>There are five questions to ask when you encounter a statistic to assess its legitimacy.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Consider this statistic published by a company selling blue wallpaper: \u201cAccording to a survey of parents conducted by our company, an average of 97.68% of infants cry when in a room with green-colored wallpaper. Therefore, most infants hate living in homes with green wallpaper.\u201d What is the original source of this stat? How might this affect its reliability?<\/li><li>How was the data that produced the stat collected? (For example, did interviewers poll people, was an online survey advertised on social media, and so on?) Can you think of any reason people who participated might have given untrue answers?<\/li><li>What missing information may be relevant to interpreting the statistic?<\/li><li>Could any of the words surrounding the statistic have more complicated meanings than what\u2019s in the dictionary? What could they also mean?<\/li><li>Does the figure seem right? (For example, does it contradict <a href=\"https:\/\/www.shortform.com\/blog\/common-sense-pamphlet\/\">common sense<\/a> or have any obvious fact-checking errors?) Why or why not?<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Do you want to further your understanding of How to Lie With Statistics? Are you looking for practice questions to help you evaluate statistics? In Darrell Huff&#8217;s book, he explains how people with an agenda can manipulate statistics in their favor. We&#8217;ve put together some practice exercises to help you evaluate statistics better with Huff&#8217;s methods. Keep reading for How to Lie With Statistics practice questions.<\/p>\n","protected":false},"author":8,"featured_media":33253,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[40,25],"tags":[268],"class_list":["post-33146","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-books","category-statistics","tag-how-to-lie-with-statistics","","tg-column-two"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.3 (Yoast SEO v24.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Lie With Statistics: Practice Questions - Shortform Books<\/title>\n<meta name=\"description\" content=\"Here are some practice questions and exercises to help you evaluate statistics better based on the methods in How to Lie With Statistics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Lie With Statistics: Practice Questions\" \/>\n<meta property=\"og:description\" content=\"Here are some practice questions and exercises to help you evaluate statistics better based on the methods in How to Lie With Statistics.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\" \/>\n<meta property=\"og:site_name\" content=\"Shortform Books\" \/>\n<meta property=\"article:published_time\" content=\"2021-04-19T15:52:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-04-24T18:18:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/s3.amazonaws.com\/wordpress.shortform.com\/blog\/wp-content\/uploads\/2021\/04\/graphs-on-computer.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1056\" \/>\n\t<meta property=\"og:image:height\" content=\"612\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Hannah Aster\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hannah Aster\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\"},\"author\":{\"name\":\"Hannah Aster\",\"@id\":\"https:\/\/www.shortform.com\/blog\/#\/schema\/person\/f39f52830e4f7039a16e45d12354542f\"},\"headline\":\"How to Lie With Statistics: Practice Questions\",\"datePublished\":\"2021-04-19T15:52:33+00:00\",\"dateModified\":\"2021-04-24T18:18:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\"},\"wordCount\":443,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.shortform.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.shortform.com\/blog\/wp-content\/uploads\/2021\/04\/graphs-on-computer.jpg\",\"keywords\":[\"How to Lie With Statistics\"],\"articleSection\":[\"Books\",\"Statistics\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\",\"url\":\"https:\/\/www.shortform.com\/blog\/statistics-practice-questions\/\",\"name\":\"How to Lie With Statistics: Practice Questions - 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