Linear Mixed-Effects Models Using R
Language: en
Pages: 542
Authors: Andrzej Gałecki
Categories: Mathematics
Type: BOOK - Published: 2013-02-05 - Publisher: Springer Science & Business Media

Linear mixed-effects models (LMMs) are an important class of statistical models that can be used to analyze correlated data. Such data are encountered in a vari
Multivariate Generalized Linear Mixed Models Using R
Language: en
Pages: 304
Authors: Damon Mark Berridge
Categories: Mathematics
Type: BOOK - Published: 2011-04-25 - Publisher: CRC Press

Multivariate Generalized Linear Mixed Models Using R presents robust and methodologically sound models for analyzing large and complex data sets, enabling reade
Multilevel Modeling Using R
Language: en
Pages: 242
Authors: W. Holmes Finch
Categories: Mathematics
Type: BOOK - Published: 2019-07-16 - Publisher: CRC Press

Like its bestselling predecessor, Multilevel Modeling Using R, Second Edition provides the reader with a helpful guide to conducting multilevel data modeling us
Mixed-Effects Models in S and S-PLUS
Language: en
Pages: 530
Authors: José C. Pinheiro
Categories: Mathematics
Type: BOOK - Published: 2009-04-15 - Publisher: Springer Science & Business Media

R, linear models, random, fixed, data, analysis, fit.
Extending the Linear Model with R
Language: en
Pages: 312
Authors: Julian J. Faraway
Categories: Mathematics
Type: BOOK - Published: 2016-02-10 - Publisher: CRC Press

Linear models are central to the practice of statistics and form the foundation of a vast range of statistical methodologies. Julian J. Faraway's critically acc
Mixed-Effects Regression Models in Linguistics
Language: en
Pages: 146
Authors: Dirk Speelman
Categories: Social Science
Type: BOOK - Published: 2018-02-07 - Publisher: Springer

When data consist of grouped observations or clusters, and there is a risk that measurements within the same group are not independent, group-specific random ef
Multilevel Modeling Using R
Language: en
Pages: 230
Authors: W. Holmes Finch
Categories: Mathematics
Type: BOOK - Published: 2014-06-13 - Publisher: CRC Press

A powerful tool for analyzing nested designs in a variety of fields, multilevel/hierarchical modeling allows researchers to account for data collected at multip
Mixed Effects Models and Extensions in Ecology with R
Language: en
Pages: 574
Authors: Alain Zuur
Categories: Science
Type: BOOK - Published: 2009-03-05 - Publisher: Springer Science & Business Media

This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured repeatedly over tim
Bayesian Approaches in Oncology Using R and OpenBUGS
Language: en
Pages: 250
Authors: Atanu Bhattacharjee
Categories: Mathematics
Type: BOOK - Published: 2020-12-14 - Publisher: CRC Press

Bayesian Approaches in Oncology Using R and OpenBUGS serves two audiences: those who are familiar with the theory and applications of bayesian approach and wish
Modeling Psychophysical Data in R
Language: en
Pages: 365
Authors: Kenneth Knoblauch
Categories: Computers
Type: BOOK - Published: 2012-09-02 - Publisher: Springer Science & Business Media

Many of the commonly used methods for modeling and fitting psychophysical data are special cases of statistical procedures of great power and generality, notabl