{"id":586,"date":"2021-04-30T21:26:09","date_gmt":"2021-04-30T21:26:09","guid":{"rendered":"https:\/\/www.allendowney.com\/blog\/?p=586"},"modified":"2021-05-18T15:34:14","modified_gmt":"2021-05-18T15:34:14","slug":"whats-new-in-think-bayes-2","status":"publish","type":"post","link":"https:\/\/www.allendowney.com\/blog\/2021\/04\/30\/whats-new-in-think-bayes-2\/","title":{"rendered":"What&#8217;s new in Think Bayes 2?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">I&#8217;m happy to report that <a href=\"https:\/\/amzn.to\/3u8emkX\">the second edition of <em>Think Bayes<\/em> is available for preorder now<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/amzn.to\/3u8emkX\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2021\/04\/think_bayes_2e_cover.jpg\" alt=\"Cover of Think Bayes second edition\" class=\"wp-image-587\" width=\"286\" height=\"374\" srcset=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2021\/04\/think_bayes_2e_cover.jpg 381w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2021\/04\/think_bayes_2e_cover-229x300.jpg 229w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2021\/04\/think_bayes_2e_cover-206x270.jpg 206w\" sizes=\"auto, (max-width: 286px) 100vw, 286px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">What&#8217;s new in the second edition?<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>I wrote a new <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap01.html\" data-type=\"URL\" data-id=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap01.html\">Chapter 1<\/a> that introduces conditional probability using the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Conjunction_fallacy\">Linda the Banker problem<\/a> and data from the General Social Survey.<\/li><li>I added new chapters on <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap14.html\">survival analysis<\/a>, <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap17.html\">linear regression<\/a>, <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap16.html\">logistic regression<\/a>, <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap18.html\">conjugate priors<\/a>, <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap19.html\">MCMC<\/a>, and <a href=\"http:\/\/allendowney.github.io\/ThinkBayes2\/chap20.html\">ABC<\/a>.<\/li><li>I added a lot of new examples and exercises, most from classes I taught using the first edition.<\/li><li>I rewrote all of the code using NumPy, SciPy, and Pandas (rather than basic Python types). The new code is shorter, clearer, and faster!<\/li><li>For every chapter, there&#8217;s a Jupyter notebook where you can read the text, run the code, and work on exercises. You can run the notebooks on your own computer or, if you don&#8217;t want to install anything, you can run them on Colab.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">More generally, the second edition reflects everything I&#8217;ve learned in the 10 years since I started the first edition, and it benefits from the comments, suggestions, and corrections I&#8217;ve received from readers. I think it&#8217;s really good!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you would like to preorder, <a href=\"https:\/\/amzn.to\/3u8emkX\">click here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I&#8217;m happy to report that the second edition of Think Bayes is available for preorder now. What&#8217;s new in the second edition? I wrote a new Chapter 1 that introduces conditional probability using the Linda the Banker problem and data from the General Social Survey. I added new chapters on survival analysis, linear regression, logistic regression, conjugate priors, MCMC, and ABC. I added a lot of new examples and exercises, most from classes I taught using the first edition. I&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/www.allendowney.com\/blog\/2021\/04\/30\/whats-new-in-think-bayes-2\/\"> 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_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_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},"jetpack_post_was_ever_published":false},"categories":[1],"tags":[71,84],"class_list":["post-586","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-bayesian-statistics","tag-think-bayes"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What&#039;s new in Think Bayes 2? - 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\/2021\/04\/30\/whats-new-in-think-bayes-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What&#039;s new in Think Bayes 2? - Probably Overthinking It\" \/>\n<meta property=\"og:description\" content=\"I&#8217;m happy to report that the second edition of Think Bayes is available for preorder now. What&#8217;s new in the second edition? I wrote a new Chapter 1 that introduces conditional probability using the Linda the Banker problem and data from the General Social Survey. I added new chapters on survival analysis, linear regression, logistic regression, conjugate priors, MCMC, and ABC. I added a lot of new examples and exercises, most from classes I taught using the first edition. I... 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