{"product_id":"the-data-analysts-guide-to-cause-and-effect-an-introduction-to-causal-inference-in-practice-9798348848712","title":"The Data Analyst's Guide to Cause and Effect: An Introduction to Causal Inference in Practice","description":"\u003cp\u003eUnderstanding cause-and-effect relationships is essential for credible research and informed decision-making. \u003cstrong\u003eThe Data Analyst's Guide to Cause and Effect\u003c\/strong\u003e offers a clear, practical roadmap for answering causal questions using both experimental and observational data.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBuilt around the EEESI workflow-Estimand, Estimator, Estimate, Simulation-based Inference-this book provides a systematic approach to defining, estimating, and validating causal effects. Readers will learn to apply modern techniques such as g-methods, inverse probability weighting, poststratification, and multilevel modeling, while tackling challenges like confounding and missing data.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWith hands-on examples in R, code snippets, and simulation exercises, this guide balances rigor with accessibility. Ideal for graduate courses and applied researchers, it equips readers to move beyond simple associations and make credible causal inferences that inform theory, policy, and practice.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Theiss Bendixen,Benjamin Grant Purzycki\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Sage Publications, Inc.\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/08\/2026\u003cbr\u003e\u003cb\u003eSeries:\u003c\/b\u003e Quantitative Applications in the Social Sciences - Qass #201\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 168\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.44lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.50h x 5.50w x 0.36d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798348848712","brand":"Sage Publications, Inc.","offers":[{"title":"Default Title","offer_id":47126602842249,"sku":"9798348848712","price":55.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0636\/9240\/6921\/files\/img_0ff123fc-5259-4813-91c1-8fc7d6f48c26.jpg?v=1782793246","url":"https:\/\/sonsanddaughtersbooks.com\/products\/the-data-analysts-guide-to-cause-and-effect-an-introduction-to-causal-inference-in-practice-9798348848712","provider":"Sons and Daughters Books","version":"1.0","type":"link"}