{"product_id":"9781118518953","title":"Mathematical Statistics with Resampling and R","description":"\u003cb\u003eThis book bridges the latest software applications with the benefits of modern resampling techniques\u003c\/b\u003e \u003cp\u003eResampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an accessible presentation, M\u003ci\u003eathematical Statistics with Resampling and R\u003c\/i\u003e utilizes the powerful and flexible computer language R to underscore the significance and benefits of modern resampling techniques.\u003c\/p\u003e \u003cp\u003eThe book begins by introducing permutation tests and bootstrap methods, motivating classical inference methods. Striking a balance between theory, computing, and applications, the authors explore additional topics such as:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExploratory data analysis\u003c\/li\u003e \u003cli\u003eCalculation of sampling distributions\u003c\/li\u003e \u003cli\u003eThe Central Limit Theorem\u003c\/li\u003e \u003cli\u003eMonte Carlo sampling\u003c\/li\u003e \u003cli\u003eMaximum likelihood estimation and properties of estimators\u003c\/li\u003e \u003cli\u003eConfidence intervals and hypothesis tests\u003c\/li\u003e \u003cli\u003eRegression\u003c\/li\u003e \u003cli\u003eBayesian methods\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThroughout the book, case studies on diverse subjects such as flight delays, birth weights of babies, and telephone company repair times illustrate the relevance of the real-world applications of the discussed material. Key definitions and theorems of important probability distributions are collected at the end of the book, and a related website is also available, featuring additional material including data sets, R scripts, and helpful teaching hints.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eMathematical Statistics with Resampling and R\u003c\/i\u003e is an excellent book for courses on mathematical statistics at the upper-undergraduate and graduate levels. It also serves as a valuable reference for applied statisticians working in the areas of business, economics, biostatistics, and public health who utilize resampling methods in their everyday work.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47134351065328,"sku":"9781118518953","price":151.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781118518953_p0.jpg?v=1763694250","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781118518953","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}