{"id":113,"date":"2017-01-18T13:32:19","date_gmt":"2017-01-18T18:32:19","guid":{"rendered":"http:\/\/pages.vassar.edu\/jihu\/?page_id=113"},"modified":"2021-03-17T11:25:00","modified_gmt":"2021-03-17T15:25:00","slug":"statistics-non-textbooks","status":"publish","type":"page","link":"https:\/\/pages.vassar.edu\/jihu\/miscellany\/books\/statistics-non-textbooks\/","title":{"rendered":"Statistics &amp; data science non-textbooks"},"content":{"rendered":"<p>The non textbooks related to statistics &amp; data science to recommend:<\/p>\n<ul>\n<li>The Lady Tasting Tea &#8211; How Statistics Revolutionized Science in the Twentieth Century, by\u00a0David Salsburg,\u00a0Henry Holt and Company, 2001<\/li>\n<li>The Theory That Would Never Die &#8211; How Bayes&#8217; Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy, by Sharon McGrayne, Yale University Press, 2012<\/li>\n<li>\u300a\u5927\u6570\u636e &#8211;\u00a0\u6b63\u5728\u5230\u6765\u7684\u6570\u636e\u9769\u547d\uff0c\u4ee5\u53ca\u5b83\u5982\u4f55\u6539\u53d8\u653f\u5e9c\u3001\u5546\u4e1a\u4e0e\u6211\u4eec\u7684\u751f\u6d3b\u300b\uff0c\u5f90\u5b50\u6c9b\uff0c\u5e7f\u897f\u5e08\u8303\u5927\u5b66\u51fa\u7248\u793e\uff0c2013\uff08\u8c46\u74e3\u9605\u8bfb\u63d0\u4f9b\u6765\u81ea\u7406\u60f3\u56fd\u7684<a href=\"https:\/\/read.douban.com\/ebook\/4545703\/?dcs=subject-einfo&amp;dcm=douban&amp;dct=10799984\" target=\"_blank\" rel=\"noopener\">\u7535\u5b50\u7248<\/a>\uff09<\/li>\n<li>Naked Statistics: Stripping the Dread from the Data, by\u00a0Charles Wheelan,\u00a0 W. W. Norton &amp; Company, 2013<\/li>\n<li>AIQ: How People and Machines Are Smarter Together, by Nick Polson and James Scott,\u00a0St. Martin&#8217;s Press, 2018<\/li>\n<li>The Language of Food: A Linguistic Reads the Menu by Dan Jurafsky,\u00a0W. W. Norton &amp; Company, 2014<\/li>\n<li>Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, by Cathy O&#8217;Neil,\u00a0Crown, 2016<\/li>\n<li>Invisible Women: Data Bias in a World Designed for Men, by Caroline Criado Perez,\u00a0Chatto &amp; Windus, 2019<\/li>\n<li>Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong &#8211; and What You Really Need to Know, by Emily Oster,\u00a0Penguin Books, 2014<\/li>\n<li>Science Fictions: The Epidemic of Fraud, Bias, Negligence and Hype in Science, by Stuart Richie,\u00a0Bodley Head, 2020<\/li>\n<li>\u5f53\u4eba\u5de5\u667a\u80fd\u8003\u4e0a\u540d\u6821\uff0c[\u65e5] \u65b0\u4e95\u7eaa\u5b50\uff0c \u540e\u6d6a\u4e28\u6c11\u4e3b\u4e0e\u5efa\u8bbe\u51fa\u7248\u793e\uff0c2020<\/li>\n<li>How Charts Lie: Getting Smarter about Visual Information, by\u00a0Alberto Cairo, W. W. Norton &amp; Company, 2020<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The non textbooks related to statistics &amp; data science to recommend: The Lady Tasting Tea &#8211; How Statistics Revolutionized Science in the Twentieth Century, by\u00a0David Salsburg,\u00a0Henry Holt and Company, 2001 The Theory That Would Never Die &#8211; How Bayes&#8217; Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of &hellip; <a href=\"https:\/\/pages.vassar.edu\/jihu\/miscellany\/books\/statistics-non-textbooks\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Statistics &amp; data science non-textbooks<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":5309,"featured_media":0,"parent":96,"menu_order":2,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-113","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/113","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/users\/5309"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/comments?post=113"}],"version-history":[{"count":7,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/113\/revisions"}],"predecessor-version":[{"id":653,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/113\/revisions\/653"}],"up":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/96"}],"wp:attachment":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/media?parent=113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}