{"product_id":"a-first-course-in-causal-inference-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\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003ePeng Ding\u003c\/b\u003e is an Associate Professor in the Department of Statistics at UC Berkeley. His research focuses on causal inference and its applications.\u003c\/p\u003e\u003cbr\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":50914789130514,"sku":"9781032758626","price":91.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_b38cade9-6d6d-4b10-9c59-d3bbf153d2ea.jpg?v=1738819547","url":"https:\/\/surprise-castle.myshopify.com\/products\/a-first-course-in-causal-inference-9781032758626","provider":"Surprise Castle","version":"1.0","type":"link"}