{"product_id":"a-first-course-in-causal-peng-ding-9781032758626","title":"A First Course in Causal Inference","description":"\u003cp\u003eThe past decade has witnessed an explosion of interest in research and education in causal inference, due to its wide applications in biomedical research, social sciences, artificial intelligence etc. This textbook, based on the author's course on causal inference at UC Berkeley taught over the past seven years, only requires basic knowledge of probability theory, statistical inference, and linear and logistic regressions. It assumes minimal knowledge of causal inference, and reviews basic probability and statistics in the appendix. It covers causal inference from a statistical perspective and includes examples and applications from biostatistics and econometrics.\u003c\/p\u003e\u003cp\u003eKey Features: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eAll R code and data sets available at Harvard Dataverse.\u003c\/li\u003e \u003cli\u003eSolutions manual available for instructors.\u003c\/li\u003e \u003cli\u003eIncludes over 100 exercises.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis book is suitable for an advanced undergraduate or graduate-level course on causal inference, or postgraduate and PhD-level course in statistics and biostatistics departments.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peng Ding\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032758627\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032758626\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/31\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 422\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.18lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.00d","brand":"Peng Ding","offers":[{"title":"Hardcover","offer_id":46052370448639,"sku":"9781032758626","price":82.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f9275758-4e48-4274-b5c3-1bfa332e5035.jpg?v=1723556174","url":"https:\/\/www.whiterainbookhouse.com\/products\/a-first-course-in-causal-peng-ding-9781032758626","provider":"WR Book House","version":"1.0","type":"link"}