Can I read Multilevel Modeling Using R, 3rd Edition on EtoBox?

Multilevel Modeling Using R, 3rd Edition by W. Holmes Finch, Jocelyn E. Bolin, Ken Kelley is a nonfiction available to read on EtoBox.

What is Multilevel Modeling Using R, 3rd Edition about?

Like its bestselling predecessor, Multilevel Modeling Using R, Third Edition provides the reader with a helpful guide to conducting multilevel data modeling using the R software environment. After reviewing standard linear models, the authors present the basics of multilevel models and explain how to fit these models using R. They then show how to employ multilevel modeling with longitudinal data and demonstrate the valuable graphical options in R. The book also describes models for categorical dependent variables in both single-level and multilevel data. The third edition of the book includes several new topics that were not present in the second edition. Specifically, a new chapter has been included, focussing on fitting multilevel latent variable modeling in the R environment. With R, it is possible to fit a variety of latent variable models in the multilevel context, including factor analysis, structural models, item response theory, and latent class models. The third edition also includes new sections in Chapter 11 describing two useful alternatives to standard multilevel models, fixed effects models and generalized estimating equations. These approaches are particularly usefu

Who reads Multilevel Modeling Using R, 3rd Edition?

Author

W. Holmes Finch, Jocelyn E. Bolin, Ken Kelley

Publisher

Chapman and Hall/CRC

Published

2024

Language

EN

ISBN

9781003331711

Category

nonfiction

Subjects

Science, Reference, Computer Science