{"product_id":"9780387984544","title":"Springer Texts in Statistics: A Research Tool","description":"\u003ch1\u003eSpringer Texts in Statistics: A Research Tool\u003c\/h1\u003e \u003ch2\u003eRawlings, John O.; Pantula, Sastry G.; Dickey, David A.\u003c\/h2\u003e \u003cp\u003eLeast squares estimation, when used appropriately, is a powerful research tool. A deeper understanding of the regression concepts is essential for achieving optimal benefits from a least squares analysis. This book builds on the fundamentals of statistical methods and provides appropriate concepts that will allow a scientist to use least squares as an effective research tool.\u003cbr\u003e\u003cb\u003eApplied Regression Analysis\u003c\/b\u003e is aimed at the scientist who wishes to gain a working knowledge of regression analysis. The basic purpose of this book is to develop an understanding of least squares and related statistical methods without becoming excessively mathematical. It is the outgrowth of more than 30 years of consulting experience with scientists and many years of teaching an applied regression course to graduate students. \u003cb\u003eApplied Regression \u003c\/b\u003e \u003cb\u003eAnalysis\u003c\/b\u003e serves as an excellent text for a service course on regression for non-statisticians and as a reference for researchers. It also provides a bridge between a two-semester introduction to statistical methods and a thoeretical linear models course.\u003cbr\u003e\u003cb\u003eApplied Regression Analysis\u003c\/b\u003e emphasizes the concepts and the analysis of data sets. It provides a review of the key concepts in simple linear regression, matrix operations, and multiple regression. Methods and criteria for selecting regression variables and geometric interpretations are discussed. Polynomial, trigonometric, analysis of variance, nonlinear, time series, logistic, random effects, and mixed effects models are also discussed. Detailed case studies and exercises based on real data sets are used to reinforce the concepts. The data sets used in the book are available on the Internet.\u003cbr\u003e\u003c\/p\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 1998-04-23\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9780387984544\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/b98890\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 660\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":45937783832716,"sku":"9780387984544","price":116.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780387984544.jpg?v=1775732257","url":"https:\/\/lateknightbooks.com\/products\/9780387984544","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}