BIBLIO is the largest independent book marketplace in the world, with over 100 million books.

Skip to content

Data Analysis Using Hierarchical Generalized Linear Models with R
Stock photo: cover may vary

Data Analysis Using Hierarchical Generalized Linear Models with R Hardback - 2017

by Youngjo Lee; Lars Ronnegard; Maengseok Noh

Add to wish list

Reader reviews for Data Analysis Using Hierarchical Generalized Linear Models with R

From the publisher

Since their introduction, hierarchical generalized linear models (HGLMs) have proven useful in various fields by allowing random effects in regression models. Interest in the topic has grown, and various practical analytical tools have been developed. This book summarizes developments within the field and, using data examples, illustrates how to analyse various kinds of data using R. It provides a likelihood approach to advanced statistical modelling including generalized linear models with random effects, survival analysis and frailty models, multivariate HGLMs, factor and structural equation models, robust modelling of random effects, models including penalty and variable selection and hypothesis testing.

This example-driven book is aimed primarily at researchers and graduate students, who wish to perform data modelling beyond the frequentist framework, and especially for those searching for a bridge between Bayesian and frequentist statistics.

Details

  • Title Data Analysis Using Hierarchical Generalized Linear Models with R
  • Author Youngjo Lee; Lars Ronnegard; Maengseok Noh
  • Binding Hardback
  • Pages 334
  • Volumes 1
  • Language ENG
  • Publisher CRC Press
  • Publication date 2017
  • Features Bibliography, Index
  • ISBN 9781138627826 / 1138627828
  • Category Mathematics
  • Library of Congress subjects Linear models (Statistics), R (Computer program language)
  • Library of Congress Catalogue Number 2017003194
  • Dewey Decimal Code 519.5

About the author

Youngjo Lee is a professor in the department of Statistics at Seoul National University, Korea. His current research interests are extension, application, theory and software developments for HGLMs.

Lars Rnnegrd is affiliated with the Microdata Analysis group at Dalarna University, Sweden. His current research interests are applications of HGLMs in genetics and ecology, and computational aspects.

Maengseok Noh is a professor in the Department of Statistics at Pukyong National University, Korea. His current research interests are application and software developments for HGLMs.

More Copies for Sale

Data Analysis Using Hierarchical Generalized Linear Models with R

Data Analysis Using Hierarchical Generalized Linear Models with R

by Youngjo Lee

  • New
  • Hardback
Condition
New
Binding
Hardcover
ISBN 10 / ISBN 13
9781138627826 / 1138627828
Quantity available
1
Seller
Item price
A$204.59
A$19.46 Delivery to USA

Show details

Description:
Hardback. New. Since their introduction, hierarchical generalized linear models (HGLMs) have proven useful in various fields by allowing random effects in regression models. Interest in the topic has grown, and various practical analytical tools have been developed. This book summarizes developments within the field and, using data examples, illustrates how to analyse various kinds of data using R. It provides a likelihood approach to advanced statistical modelling including generalized linear models with random effects, survival analysis and frailty models, multivariate HGLMs, factor and structural equation models, robust modelling of random effects, models including penalty and variable selection and hypothesis testing. This example-driven book is aimed primarily at researchers and graduate students, who wish to perform data modelling beyond the frequentist framework, and especially for those searching for a bridge between Bayesian and frequentist statistics.
Add to wish list
Item price
A$204.59
A$19.46 Delivery to USA
Data Analysis Using Hierarchical Generalized Linear Models With R
Stock photo: cover may vary

Data Analysis Using Hierarchical Generalized Linear Models With R

by Lee, Youngjo/ Ronnegard, Lars/ Noh, Maengseok

  • New
  • Hardback
Condition
New
Binding
Hardcover
ISBN 10 / ISBN 13
9781138627826 / 1138627828
Quantity available
1
Seller
Item price
A$241.81
A$29.34 Delivery to USA

Show details

Description:
Chapman & Hall, 2017. Hardcover. New. 321 pages. 10.00x7.00x0.75 inches.
Add to wish list
Item price
A$241.81
A$29.34 Delivery to USA
Data Analysis Using Hierarchical Generalized Linear Models with R
Stock photo: cover may vary

Data Analysis Using Hierarchical Generalized Linear Models with R

by Lee, Youngjo; Ronnegard, Lars; Noh, Maengseok

  • Used
  • Very good
  • first
Condition
Very good
Edition
1
ISBN 10 / ISBN 13
9781138627826 / 1138627828
Quantity available
1
Seller
Item price
A$185.21
Free Delivery to USA

Show details

Description:
Chapman and Hall/CRC. 1. Very Good. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting.
Add to wish list
Item price
A$185.21
Free Delivery to USA
DATA ANALYSIS USING HIERARCHICAL GENERALIZED LINEAR MODELS WITH R
Stock photo: cover may vary

DATA ANALYSIS USING HIERARCHICAL GENERALIZED LINEAR MODELS WITH R

by YOUNGIO LEE, LARS RONNEGARD, MAENGSEOK NOH

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781138627826 / 1138627828
Quantity available
200
Seller
Item price
A$257.88
A$22.04 Delivery to USA

Show details

Description:
T&F/CRC, 2017. Paperback. New.
Add to wish list
Item price
A$257.88
A$22.04 Delivery to USA
DATA ANALYSIS USING HIERARCHICAL GENERALIZED LINEAR MODELS WITH R
Stock photo: cover may vary

DATA ANALYSIS USING HIERARCHICAL GENERALIZED LINEAR MODELS WITH R

by YOUNGIO LEE, LARS RONNEGARD, MAENGSEOK NOH

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781138627826 / 1138627828
Quantity available
200
Seller
Item price
A$257.88
A$22.04 Delivery to USA

Show details

Description:
T&F/CRC, 2017. Paperback. New.
Add to wish list
Item price
A$257.88
A$22.04 Delivery to USA