Regression Modeling Strategies is popular PDF and ePub book, written by Frank E. Harrell in 2013-03-09, 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, Regression Modeling Strategies can be Read Online from any device for your convenience.
Regression Modeling Strategies Book PDF Summary
Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for dealing with "too many variables to analyze and not enough observations," and powerful model validation techniques based on the bootstrap. This text realistically deals with model uncertainty and its effects on inference to achieve "safe data mining".
Detail Book of Regression Modeling Strategies PDF
- Author : Frank E. Harrell
- Release : 09 March 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781475734621
- Genre : Mathematics
- Total Page : 583 pages
- Language : English
- PDF File Size : 11,9 Mb
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