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Regression Modeling Strategies

Overview of attention for book
Cover of 'Regression Modeling Strategies'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 General Aspects of Fitting Regression Models
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    Chapter 3 Missing Data
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    Chapter 4 Multivariable Modeling Strategies
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    Chapter 5 Describing, Resampling, Validating, and Simplifying the Model
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    Chapter 6 R Software
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    Chapter 7 Modeling Longitudinal Responses using Generalized Least Squares
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    Chapter 8 Case Study in Data Reduction
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    Chapter 9 Overview of Maximum Likelihood Estimation
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    Chapter 10 Binary Logistic Regression
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    Chapter 11 Case Study in Binary Logistic Regression, Model Selection and Approximation: Predicting Cause of Death
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    Chapter 12 Logistic Model Case Study 2: Survival of Titanic Passengers
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    Chapter 13 Ordinal Logistic Regression
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    Chapter 14 Case Study in Ordinal Regression, Data Reduction, and Penalization
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    Chapter 15 Regression Models for Continuous Y and Case Study in Ordinal Regression
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    Chapter 16 Transform-Both-Sides Regression
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    Chapter 17 Introduction to Survival Analysis
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    Chapter 18 Parametric Survival Models
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    Chapter 19 Case Study in Parametric Survival Modeling and Model Approximation
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    Chapter 20 Cox Proportional Hazards Regression Model
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    Chapter 21 Case Study in Cox Regression
Overall attention for this book and its chapters
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Mentioned by

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5 news outlets
blogs
1 blog
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3 policy sources
twitter
86 X users
wikipedia
2 Wikipedia pages
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3 Q&A threads

Citations

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3233 Dimensions

Readers on

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16 Mendeley
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Title
Regression Modeling Strategies
Published by
Springer International Publishing, January 2015
DOI 10.1007/978-3-319-19425-7
ISBNs
978-3-31-919424-0, 978-3-31-919425-7, 978-3-31-933039-6
Authors

Harrell ,, Frank E., Frank Harrell, Harrell , Jr., Frank E., Frank E. Harrell , Jr.

X Demographics

X Demographics

The data shown below were collected from the profiles of 86 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2 13%
Researcher 1 6%
Unknown 13 81%
Readers by discipline Count As %
Business, Management and Accounting 1 6%
Computer Science 1 6%
Unknown 14 88%