{"product_id":"essential-statistical-inference-theory-and-methods-9781489987938","title":"Essential Statistical Inference Theory and Methods","description":"\u003cp\u003e • Author(s): Boos\u003cbr\u003e • Publisher: Springer Verlag\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • Subject: Mathematics and Statistics\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e​This book is for students and researchers who have had a first year graduate level mathematical statistics course. It covers classical likelihood, Bayesian, and permutation inference; an introduction to basic asymptotic distribution theory; and modern topics like M-estimation, the jackknife, and the bootstrap. R code is woven throughout the text, and there are a large number of examples and problems.\u003c\/p\u003e\u003cp\u003eAn important goal has been to make the topics accessible to a wide audience, with little overt reliance on measure theory. A typical semester course consists of Chapters 1-6 (likelihood-based estimation and testing, Bayesian inference, basic asymptotic results) plus selections from M-estimation and related testing and resampling methodology.\u003c\/p\u003e\u003cp\u003eDennis Boos and Len Stefanski are professors in the Department of Statistics at North Carolina State. Their research has been eclectic, often with a robustness angle, although Stefanski is also known for research concentrated on measurement error, including a co-authored book on non-linear measurement error models. In recent years the authors have jointly worked on variable selection methods. \u003c\/p\u003e","brand":"Springer Verlag","offers":[{"title":"Paperback","offer_id":45091295068311,"sku":"9781489987938","price":8732.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781489987938.webp?v=1769204140","url":"https:\/\/atlanticbooks.com\/products\/essential-statistical-inference-theory-and-methods-9781489987938","provider":"Atlantic Books","version":"1.0","type":"link"}