Applied Regression Analysis, Linear Models, and Related Methods pdf epub mobi txt 电子书 下载 2024


Applied Regression Analysis, Linear Models, and Related Methods

简体网页||繁体网页
John Fox
Sage Publications, Inc
1997-02-05
597
USD 114.00
Hardcover
9780803945401

图书标签: 统计学  数学  statistics  regression  英文原版  方法论  textbook  sociology   


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发表于2024-11-25

Applied Regression Analysis, Linear Models, and Related Methods epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Applied Regression Analysis, Linear Models, and Related Methods epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Applied Regression Analysis, Linear Models, and Related Methods pdf epub mobi txt 电子书 下载 2024



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"I have never read a book on regression that reflects as broad and profound a grasp of the concepts of statistics as this book does. In every topic John Fox deals with--and he does not avoid the slippery ones--he shows a clarity and depth of understanding that goes beyond anything else I have seen in textbooks and that matches the works of the leading researchers within each field."</p>

--Georges Monette, Department of Mathematics and Statistics, York University </p>

"The selection of examples throughout the book is one of its strengths, as they are generally quite engaging in ''real-world'' interest, and demonstrate the practical use (and limitations) of the statistical methods far better than contrived data. I appreciate the fact that John Fox describes what each example ''means'' in terms of the substantive problem behind the data--students would find this quite useful."</p>

--Michael Friendly, Psychology Department, York University </p>

Aimed at researchers and students who want to use linear models for data analysis, John Fox's book provides an accessible, in-depth treatment of regression analysis, linear models, and closely related methods. Fox incorporates nearly 200 graphs and numerous examples and exercises that employ real data from the social sciences. He begins the book with a concise consideration of the role of statistical data analysis in social research. He next covers graphical methods for examining and transforming data, linear least-squares regression, dummy-variables regression, and analysis of variance. Fox also explores diagnostic methods for discovering whether a linear model fit to data adequately represents the data; extensions to linear least squares, including logit and probit models, time-series regression, nonlinear regression, robust regression, and nonparametric regression; and empirical methods for assessing sampling variation, including the bootstrap and cross-validation. More difficult material is segregated in separate sections and chapters and several appendixes are also included presenting background information. Scholars, professionals, researchers, and students in research methods, evaluation, education, sociology, and psychology will appreciate the enhanced and thorough treatment that regression analysis, linear models, and other related methods have received by author John Fox. </p>

Applied Regression Analysis, Linear Models, and Related Methods 下载 mobi epub pdf txt 电子书

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