{"product_id":"introduction-to-statistical-inference-and-its-applications-with-r-hardback","title":"Introduction to Statistical Inference and Its Applications with R - Hardback","description":"\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\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\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":"Default Title","offer_id":45546576085230,"sku":"9781584889472","price":155.55,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/introduction-to-statistical-inference-and-its-applications-with-r-hardback","provider":"Book Land AU","version":"1.0","type":"link"}