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Regression Modeling StrategiesFrank E. HarrellMaestro Harrell |
Regression Modeling Strategies 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". |
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Roman NightsTom HarrellMP3 Downloads |
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'Sacrifice. . .' It's a word used loosely. But, I have seen the true meaning of this word. This is the story of what they did. How small children defeated monsters you and I thought couldn't exist.
I am Aiden Kane, and this is the story of The Children . . . From The Children, The book The Children is a great gift for the "gamer" in your life... |
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