{"product_id":"statistical-intervals","title":"Statistical Intervals","description":"\u003cp\u003e\u003cb\u003e Describes statistical intervals to quantify sampling uncertainty, focusing on key application needs and recently developed methodology in an easy-to-apply format \u003c\/b\u003e  \u003c\/p\u003e\u003cp\u003e Statistical intervals provide invaluable tools for quantifying sampling uncertainty. The widely hailed first edition, published in 1991, described the use and construction of the most important statistical intervals. Particular emphasis was given to intervals—such as prediction intervals, tolerance intervals and confidence intervals on distribution quantiles—frequently needed in practice, but often neglected in introductory courses.   \u003c\/p\u003e\u003cp\u003e Vastly improved computer capabilities over the past 25 years have resulted in an explosion of the tools readily available to analysts. This second edition—more than double the size of the first—adds these new methods in an easy-to-apply format. In addition to extensive updating of the original chapters, the second edition includes new chapters on:   \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLikelihood-based statistical intervals\u003c\/li\u003e \u003cli\u003eNonparametric bootstrap intervals\u003c\/li\u003e \u003cli\u003eParametric bootstrap and other simulation-based intervals\u003c\/li\u003e \u003cli\u003eAn introduction to Bayesian intervals\u003c\/li\u003e \u003cli\u003eBayesian intervals for the popular binomial, Poisson and normal distributions\u003c\/li\u003e \u003cli\u003eStatistical intervals for Bayesian hierarchical models\u003c\/li\u003e \u003cli\u003eAdvanced case studies, further illustrating the use of the newly described methods\u003c\/li\u003e \u003c\/ul\u003e \u003cbr\u003e \u003cp\u003e New technical appendices provide justification of the methods and pathways to extensions and further applications. A webpage directs readers to current readily accessible computer software and other useful information.   \u003c\/p\u003e\u003cp\u003e\u003ci\u003e Statistical Intervals: A Guide for Practitioners and Researchers, Second Edition\u003c\/i\u003e is an up-to-date working guide and reference for all who analyze data, allowing them to quantify the uncertainty in their results using statistical intervals.\u003c\/p\u003e","brand":"Luis A. Escobar","offers":[{"title":"Default Title","offer_id":42856990015549,"sku":"9780471687177","price":176.36,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9780471687177_b9601672-3ca3-43ad-8ec3-35b840f0fd00.jpg?v=1767038653","url":"https:\/\/www.palmleaf.com.au\/products\/statistical-intervals","provider":"Palmleaf","version":"1.0","type":"link"}