Regression Modeling Strategies - With Applications to Linear Models, Logistic Regression, and Survival Analysis (Paperback, Softcover reprint of hardcover 1st ed. 2001)

There are many books that are excellent sources of knowledge about individual stastical tools (survival models, general linear models, etc.), but the art of data analysis is about choosing and using multiple tools. In the words of Chatfield ..".students typically know the technical details of regressin for example, but not necessarily when and how to apply it. This argues the need for a better balance in the literature and in statistical teaching between techniques and problem solving strategies." Whether analyzing risk factors, adjusting for biases in observational studies, or developing predictive models, there are common problems that few regression texts address. For example, there are missing data in the majority of datasets one is likely to encounter (other than those used in textbooks!) but most regression texts do not include methods for dealing with such data effectively, and texts on missing data do not cover regression modeling.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Springer Series in Statistics
Release date:	December 2010
First published:	2001
Authors:	Frank E. Harrell
Dimensions:	235 x 178 x 32mm (L x W x T)
Format:	Paperback
Pages:	572
Edition:	Softcover reprint of hardcover 1st ed. 2001
ISBN-13:	978-1-4419-2918-1
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
LSN:	1-4419-2918-5
Barcode:	9781441929181

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