عنوان

Regression modeling strategies :

(Number (ISBN

3319194240

(Number (ISBN

3319194259

(Number (ISBN

9783319194240

(Number (ISBN

9783319194257

Erroneous ISBN

9783319194257

Country Code

bnb

Number

b623898

Title Proper

Regression modeling strategies :

General Material Designation

[Book]

Other Title Information

with applications to linear models, logistic and ordinal regression, and survival analysis /

First Statement of Responsibility

Frank E. Harrell, Jr.

Edition Statement

Second edition.

Specific Material Designation and Extent of Item

xxv, 582 pages :

Other Physical Details

illustrations (some color) ;

Dimensions

27 cm

Series Title

Springer series in statistics,

ISSN of Series

0172-7397

Text of Note

Includes bibliographical references (pages 539-570) and index.

Text of Note

Introduction -- General Aspects of Fitting Regression Models -- Missing Data -- Multivariable Modeling Strategies -- Describing, Resampling, Validating and Simplifying the Model -- R Software -- Modeling Longitudinal Responses using Generalized Least Squares -- Case Study in Data Reduction -- Overview of Maximum Likelihood Estimation -- Binary Logistic Regression -- Binary Logistic Regression Case Study 1 -- Logistic Model Case Study 2: Survival of Titanic Passengers -- Ordinal Logistic Regression -- Case Study in Ordinal Regression, Data Reduction and Penalization.- Regression Models for Continuous Y and Case Study in Ordinal Regression -- Transform-Both-Sides Regression -- Introduction to Survival Analysis -- Parametric Survival Models -- Case Study in Parametric Survival Modeling and Model Approximation -- Cox Proportional Hazards Regression Model -- Case Study in Cox Regression.

0

Text of Note

This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools.

International Standard Book Number

9783319194257

Linear models (Statistics)

Regression analysis.

Linear Models.

Regression Analysis.

Linear models (Statistics)

Mathematics.

Mathematics.

Regression analysis.

MAT029000

PBT

QA

Number

Edition

Class number

Book number

Harrell, Frank E.

Date of Transaction

20201221083014.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

270410

Y