Regression Modeling Strategies 2024 pdf epub mobi 电子书

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发表于2024-12-20

Regression Modeling Strategies 2024 pdf epub mobi 电子书

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出版者:Springer Verlag

作者:Harrell, Frank E., Jr.

出品人:

页数:594

译者:

出版时间:2001-6

价格:$ 134.47

装帧:HRD

isbn号码:9780387952321

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图书标签: 计量

Regression Modeling Strategies 2024 pdf epub mobi 电子书图书描述

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".

Regression Modeling Strategies 2024 pdf epub mobi 电子书

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