Applied Linear Regression(3rd Edition)

Authors:

Sanford Weisberg

Applied Linear Regression3rd EditionSanford Weisberg0471704083, 978-0471704089
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Cover Type: Hardcover
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ISBN: 0471704083, 978-0471704089

Book publisher: Wiley-Interscience

Book Price $49 : Applied Linear Regression by Sanford Weisberg serves as an essential resource for those diving deep into statistical analysis, particularly focusing on the application of linear regression models in real-world scenarios. The 3rd edition brings updated methodologies and a broader range of applications, reflecting advances in statistical computing and technology. Key themes in the book include the core concepts of linear regression, model fitting, diagnostic techniques, and multicollinearity. Weisberg meticulously guides readers through quantitative methods and data interpretation, weaving together theory with practice. In addition to direct applications, the book emphasizes the importance of using a solution manual and answer key to solidify understanding of complex problems found in its exercises. The table of content is structured to facilitate learning with a progressive approach, covering basic topics before moving into advanced techniques such as residual analysis and transformation strategies. Reception of this edition has been notably positive, praised for its clarity, comprehensive coverage, and integration of real datasets. For those engaging in statistical computation, R programming language examples are enclosed, providing a pragmatic framework for learning. By formulating models that best describe the structure of data, the book equips statisticians, data analysts, and students with the tools needed for precise predictive analytics in diverse fields. The affordable and cheap resource at the end supports educators seeking supplementary material.