{"product_id":"permutation-parametric-and-bootstrap-tests-of-hypotheses-springer-series-in-statistics","title":"Permutation, Parametric, and Bootstrap Tests of Hypotheses (Springer Series in Statistics)","description":"\u003ch3\u003e\u003cstrong\u003eBook Details:\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Phillip I. Good\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBrand:\u003c\/strong\u003e Springer\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEdition:\u003c\/strong\u003e Softcover reprint of hardcover 3rd ed. 2005\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBinding:\u003c\/strong\u003e Paperback\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eFormat:\u003c\/strong\u003e Import\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 316\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eRelease Date:\u003c\/strong\u003e 01-12-2010\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 9781441919076\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eLanguages:\u003c\/strong\u003e English\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch3\u003e\u003cstrong\u003eAbout The Book:\u003c\/strong\u003e\u003c\/h3\u003e\n\u003cp\u003eThis text provides a comprehensive theoretical background in \u003cstrong\u003ehypothesis testing\u003c\/strong\u003e and \u003cstrong\u003edecision theory\u003c\/strong\u003e with an emphasis on \u003cstrong\u003ereal-world applications\u003c\/strong\u003e across various fields. The focus is on \u003cstrong\u003epermutation methods\u003c\/strong\u003e, offering a \u003cstrong\u003edistribution-free alternative\u003c\/strong\u003e to traditional parametric methods like the \u003cstrong\u003ebootstrap\u003c\/strong\u003e and \u003cstrong\u003easymptotic parametric approximations\u003c\/strong\u003e.\u003c\/p\u003e\n\u003cp\u003eKey highlights:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eReal-World Illustrations:\u003c\/strong\u003e The book includes extensive examples from areas such as \u003cstrong\u003ebiology\u003c\/strong\u003e, \u003cstrong\u003ebusiness\u003c\/strong\u003e, \u003cstrong\u003eclinical trials\u003c\/strong\u003e, \u003cstrong\u003eeconomics\u003c\/strong\u003e, \u003cstrong\u003egeology\u003c\/strong\u003e, \u003cstrong\u003elaw\u003c\/strong\u003e, \u003cstrong\u003emedicine\u003c\/strong\u003e, \u003cstrong\u003esocial science\u003c\/strong\u003e, and \u003cstrong\u003eengineering\u003c\/strong\u003e.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eExpanded Exercises:\u003c\/strong\u003e The new edition contains \u003cstrong\u003etwice the number of exercises\u003c\/strong\u003e to help reinforce key concepts and application.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eShift in Focus:\u003c\/strong\u003e The author argues that permutation methods are now the primary method for testing hypotheses, driven by four key factors:\u003c\/p\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cp\u003eThe demand for \u003cstrong\u003epowerful statistical methods\u003c\/strong\u003e in applied fields, especially when no well-tabulated distribution is available.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eRegulatory pressures\u003c\/strong\u003e for methods that provide \u003cstrong\u003eexact significance levels\u003c\/strong\u003e rather than approximations.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eRecognition that \u003cstrong\u003ereal-world data\u003c\/strong\u003e often comes from \u003cstrong\u003emixtures of populations\u003c\/strong\u003e.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eThe acknowledgment that \u003cstrong\u003emissing data\u003c\/strong\u003e is inevitable and balanced designs are rare.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eAlthough permutation tests are emphasized, certain \u003cstrong\u003erobust parametric tests\u003c\/strong\u003e, like \u003cstrong\u003eStudent’s t-test\u003c\/strong\u003e, continue to hold significance in statistical practice. 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