Data Analysis Using Hierarchical Generalized Linear Models with R - Image 1

£100.00

CRC Press Data Analysis Using Hierarchical Generalized Linear Models with R

Name: Data Analysis Using Hierarchical Generalized Linear Models with R
Brand: CRC Press
Price: 100.0 GBP
Availability: InStock

Probability & Statistics

Price History & Forecast

Last 35 days • 35 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 35 days • 1 price levels

Days at Price

Price Analysis

Most common price: £100 (35 days, 100.0%)

Price range: £100 - £100

Price levels: 1 different prices over 35 days

Description

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.

Product Specifications

Brand: CRC Press
Format: Hardcover
ASIN: 1138627828
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Probability & Statistics
Domain: Amazon UK
Release Date: 07 June 2017
Listed Since: 12 October 2016

Barcode

No barcode data available

CRC Press Data Analysis Using Hierarchical Generalized Linear Models with R

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Introduction to General and Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Design of Experiments for Generalized Linear Models (Chapman & Hall/CRC Interdisciplinary Statistics)

Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition: 153 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

Generalized Linear Models With Examples in R (Springer Texts in Statistics)

An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

An Introduction to Generalized Linear Models (Chapman & Hall/CRC Texts in Statistical Science)

Design of Experiments for Generalized Linear Models (Chapman & Hall/CRC Interdisciplinary Statistics)

Multivariate Generalized Linear Mixed Models Using R

Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R (Chapman & Hall/CRC Texts in Statistical Science)

Multivariate Generalized Linear Mixed Models Using R

Bayesian Hierarchical Models: With Applications Using R, Second Edition

Functional Data Analysis with R (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R (Chapman & Hall/CRC Texts in Statistical Science)

Richly Parameterized Linear Models: Additive, Time Series, and Spatial Models Using Random Effects (Chapman & Hall/CRC Texts in Statistical Science)

Richly Parameterized Linear Models: Additive, Time Series, and Spatial Models Using Random Effects (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Hierarchical Models: With Applications Using R, Second Edition

Mixed Effects Models for Complex Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probab)

A First Course in Linear Model Theory (Chapman & Hall/CRC Texts in Statistical Science)

CRC Press Mixed Effects Models for Complex Data - Book

Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)

Multilevel Modeling Using R (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Generalized Linear Models for Categorical and Continuous Limited Dependent Variables: 11 (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)