Multilevel Modeling Using R
Bibliographic Data
| ID | 19907161 |
|---|---|
| Authors | W Holmes Finch (0000-0003-0393-2906), Jocelyn E Bolin, Jocelyn E Holden, Ken Kelley (0000-0002-4756-8360) |
| Year | 2016 |
| Pages | 230 |
| Publication date | 2016-03-09 |
| Open Access | No |
| Type | BOOK |
| Venue | Multilevel Modeling Using R (SOURCE_BOOK) |
| Publisher | CRC Press (PUBLISHER • NL) |
| DOI | 10.1201/b17096 |
| OpenAlex | W4298188426 |
| Open Library | OL33779797M |
| ISBN | 9780429096778 |
| Language | EN |
| Citations received | 29 |
Multilevel Modelling using R provides 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 book concludes with Bayesian fitting of multilevel models. Complete data sets for the book can be found on the book's website www.mlminr.com
Computer Science · demographic modeling and climate adaptation · Urban, Neighborhood, and Segregation Studies · Analyse multivariée · Computers · General · Logiciels · Mathematical & Statistical Software · Mathematics · Méthodes statistiques · Multivariate analysis · Probability & Statistics · Programming languages (Electronic computers) · R (Computer program language) · R (Langage de programmation) · Social sciences · Social sciences, statistical methods · Software · Statistical methods
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| Unique citing works | 29 |
|---|---|
| Citations per year | 2,9 |
| Citation span | 2016 - 2025 (10) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 14 |