Handbook of Regression Methods is popular PDF and ePub book, written by Derek Scott Young in 2018-10-03, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Handbook of Regression Methods can be Read Online from any device for your convenience.
Handbook of Regression Methods Book PDF Summary
Handbook of Regression Methods concisely covers numerous traditional, contemporary, and nonstandard regression methods. The handbook provides a broad overview of regression models, diagnostic procedures, and inference procedures, with emphasis on how these methods are applied. The organization of the handbook benefits both practitioners and researchers, who seek either to obtain a quick understanding of regression methods for specialized problems or to expand their own breadth of knowledge of regression topics. This handbook covers classic material about simple linear regression and multiple linear regression, including assumptions, effective visualizations, and inference procedures. It presents an overview of advanced diagnostic tests, remedial strategies, and model selection procedures. Finally, many chapters are devoted to a diverse range of topics, including censored regression, nonlinear regression, generalized linear models, and semiparametric regression. Features Presents a concise overview of a wide range of regression topics not usually covered in a single text Includes over 80 examples using nearly 70 real datasets, with results obtained using R Offers a Shiny app containing all examples, thus allowing access to the source code and the ability to interact with the analyses
Detail Book of Handbook of Regression Methods PDF
- Author : Derek Scott Young
- Release : 03 October 2018
- Publisher : CRC Press
- ISBN : 9781498775304
- Genre : Mathematics
- Total Page : 654 pages
- Language : English
- PDF File Size : 15,7 Mb
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