{"product_id":"an-introduction-to-statistical-inference-and-its-applications-with-r","title":"An Introduction to Statistical Inference and Its Applications with R","description":"\u003cp\u003e\u0026lt;p\u0026gt;Emphasizing concepts rather than recipes, An Introduction to Statistical Inference and Its Applications with R 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.\u0026lt;\/p\u0026gt; \u0026lt;p\u0026gt;\u0026lt;\/p\u0026gt; \u0026lt;p\u0026gt;After 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.\u0026lt;\/p\u0026gt; \u0026lt;p\u0026gt;\u0026lt;\/p\u0026gt; \u0026lt;p\u0026gt;Focusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data. \u0026lt;\/p\u0026gt;\u003c\/p\u003e\u003ch3\u003eDetails\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Michael W. Trosset\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublisher:\u003c\/strong\u003e Taylor \u0026amp; Francis\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublished:\u003c\/strong\u003e 2009-06-23\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eEdition:\u003c\/strong\u003e 1\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePages:\u003c\/strong\u003e 496\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Hardcover\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e en\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 9781584889472\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":47630773551294,"sku":"9781584889472","price":53.73,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0536\/0592\/5054\/files\/7600643482752.jpg?v=1781466995","url":"https:\/\/bookshopnow.com\/products\/an-introduction-to-statistical-inference-and-its-applications-with-r","provider":"Book Shop Now","version":"1.0","type":"link"}