{"id":900,"date":"2023-03-23T15:25:03","date_gmt":"2023-03-23T15:25:03","guid":{"rendered":"https:\/\/www.allendowney.com\/blog\/?p=900"},"modified":"2023-03-23T15:25:03","modified_gmt":"2023-03-23T15:25:03","slug":"how-many-typos","status":"publish","type":"post","link":"https:\/\/www.allendowney.com\/blog\/2023\/03\/23\/how-many-typos\/","title":{"rendered":"How Many Typos?"},"content":{"rendered":"\n<p>When I started work at <a href=\"https:\/\/brilliant.org\">Brilliant<\/a> a couple of weeks ago, I learned that one of my new colleagues, Michelle McSweeney, just published <a href=\"https:\/\/www.goodreads.com\/book\/show\/58380165-ok\">a book called <em>OK<\/em><\/a>, which is all about the word OK.<\/p>\n\n\n\n<p>As we discussed the joys and miseries of publishing, Michelle mentioned that she had found a typo in the book after publication. So naturally I took it as a challenge to find the typo. While I was searching, I enjoyed the book very much. If you are interested in etymology, linguistics, and history, I recommend it!<\/p>\n\n\n\n<p>As it turned out, I found exactly one typo. When I told Michelle, she asked me nervously which page it was on. Page 17. She looked disappointed \u2013 that was not the same typo she found.<\/p>\n\n\n\n<p>Now, for people who like Bayesian statistics, this scenario raises some questions:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>After our conversation, how many additional typos should we expect there to be?<\/li>\n\n\n\n<li>If she and I had found the same typo, instead of different ones, how many typos would we expect?<\/li>\n<\/ol>\n\n\n\n<p>As it happens, I used a similar scenario as <a href=\"https:\/\/allendowney.github.io\/ThinkBayes2\/chap15.html#the-lincoln-index-problem\">an example in <em>Think Bayes<\/em><\/a>. So I was able to reuse some code and answer these questions.<\/p>\n\n\n\n<p><a href=\"https:\/\/allendowney.github.io\/ThinkBayes2\/ok.html\">You can read my solution here.<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/colab.research.google.com\/github\/AllenDowney\/ThinkBayes2\/blob\/master\/examples\/ok.ipynb\">You can also click here to run the notebook with the solution on Colab<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When I started work at Brilliant a couple of weeks ago, I learned that one of my new colleagues, Michelle McSweeney, just published a book called OK, which is all about the word OK. As we discussed the joys and miseries of publishing, Michelle mentioned that she had found a typo in the book after publication. So naturally I took it as a challenge to find the typo. While I was searching, I enjoyed the book very much. If you&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/www.allendowney.com\/blog\/2023\/03\/23\/how-many-typos\/\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-900","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Many Typos? - Probably Overthinking It<\/title>\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.allendowney.com\/blog\/2023\/03\/23\/how-many-typos\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Many Typos? - Probably Overthinking It\" \/>\n<meta property=\"og:description\" content=\"When I started work at Brilliant a couple of weeks ago, I learned that one of my new colleagues, Michelle McSweeney, just published a book called OK, which is all about the word OK. 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If you want a copy for yourself, you can get a 30% discount if you order from the publisher and use the code UCPNEW. You can also order from Amazon or, if you want to support independent bookstores, from Bookshop.org. The official\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/11\/IMG_20231107_104338_7.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":753,"url":"https:\/\/www.allendowney.com\/blog\/2022\/08\/22\/off-to-technical-review\/","url_meta":{"origin":900,"position":1},"title":"Off to Technical Review","author":"AllenDowney","date":"August 22, 2022","format":false,"excerpt":"I have news. I finished the last two chapters of Probably Overthinking It last week and sent a complete draft of the book off for technical review. Yay! In the last chapter, I used some methodology I thought was worth reporting, but too technical for the book, which is intended\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/08\/overton3-scaled.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":451,"url":"https:\/\/www.allendowney.com\/blog\/2020\/06\/03\/think-dsp-v1-1\/","url_meta":{"origin":900,"position":2},"title":"Think DSP v1.1","author":"AllenDowney","date":"June 3, 2020","format":false,"excerpt":"For the last week or so I have been working on an update to Think DSP. The latest version is available now from Green Tea Press. Here are some of the changes I made: Running on Colab All notebooks now run on Colab. Judging by my inbox, many readers find\u2026","rel":"","context":"In \"digital signal processing\"","block_context":{"text":"digital signal processing","link":"https:\/\/www.allendowney.com\/blog\/tag\/digital-signal-processing\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":689,"url":"https:\/\/www.allendowney.com\/blog\/2021\/12\/19\/data-structures-and-information-retrieval-in-python\/","url_meta":{"origin":900,"position":3},"title":"Data Structures and Information Retrieval in Python","author":"AllenDowney","date":"December 19, 2021","format":false,"excerpt":"I am happy to announce the first release of a new book, Data Structures and Information Retrieval in Python, which is an introduction to data structures organized around a motivating example: building a search engine. The elements of the search engine are the Crawler, which downloads web pages and follows\u2026","rel":"","context":"In \"computer science\"","block_context":{"text":"computer science","link":"https:\/\/www.allendowney.com\/blog\/tag\/computer-science\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":122,"url":"https:\/\/www.allendowney.com\/blog\/2018\/12\/27\/how-to-write-a-book\/","url_meta":{"origin":900,"position":4},"title":"How to write a book","author":"AllenDowney","date":"December 27, 2018","format":false,"excerpt":"All of my books were written in LaTeX.\u00a0 For a long time I used emacs to compose, pdflatex to convert to PDF, Hevea to convert to HTML, and a hacked-up version of plasTeX to convert to DocBook, which is one of the formats I can submit to my publisher, O'Reilly\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2018\/12\/IMG_2691-300x225.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":1163,"url":"https:\/\/www.allendowney.com\/blog\/2023\/12\/29\/how-many-books\/","url_meta":{"origin":900,"position":5},"title":"How Many Books?","author":"AllenDowney","date":"December 29, 2023","format":false,"excerpt":"If you like this article, you can read more about this kind of Bayesian analysis in Think Bayes. Recently I found a copy of Probably Overthinking It at a local bookstore and posted a picture on Twitter. Aubrey Clayton replied with this question: It's a great question with what turns\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/12\/image-11.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/12\/image-11.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/12\/image-11.png?resize=525%2C300&ssl=1 1.5x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/900","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/comments?post=900"}],"version-history":[{"count":1,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/900\/revisions"}],"predecessor-version":[{"id":901,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/900\/revisions\/901"}],"wp:attachment":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/media?parent=900"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/categories?post=900"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/tags?post=900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}