{"product_id":"an-introduction-to-statistical-inference-and-its-applications-with-r-9781032477725","title":"An Introduction to Statistical Inference and Its Applications with R","description":"\u003cp\u003e • Author(s): Michael W. Trosset\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eEmphasizing concepts rather than recipes, \u003cstrong\u003eAn Introduction to Statistical Inference and Its Applications with R\u003c\/strong\u003e provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples--not to perform entire analyses.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAfter discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eFocusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data. \u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45242289356951,"sku":"9781032477725","price":4241.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032477725.webp?v=1769231753","url":"https:\/\/atlanticbooks.com\/products\/an-introduction-to-statistical-inference-and-its-applications-with-r-9781032477725","provider":"Atlantic Books","version":"1.0","type":"link"}