Book chapter
Complexities in Error Structures within Individuals
The SAGE Handbook of Multilevel Modeling, pp.161-182
SAGE Publications Ltd
2013
DOI: 10.4135/9781446247600.n10
Abstract
In this important new Handbook, the editors have gathered together a range of
leading contributors to introduce the theory and practice of multilevel
modeling.
The Handbook establishes the connections in multilevel modeling, bringing
together leading experts from around the world to provide a roadmap for applied
researchers linking theory and practice, as well as a unique arsenal of
state-of-the-art tools. It forges vital connections that cross traditional
disciplinary divides and introduces best practice in the field.
establishes the framework for estimation and
inference, including chapters dedicated to notation, model selection, fixed and
random effects, and causal inference;
develops
variations and extensions, such as nonlinear, semiparametric and latent class
models;
includes discussion of missing data
and robust methods, assessment of fit and software;
consists of exemplary modeling and data analyses written by
methodologists working in specific disciplines.
Combining practical pieces with overviews of the field, this Handbook is
essential reading for any student or researcher looking to apply multilevel
techniques in their own research.
Details
- Title: Subtitle
- Complexities in Error Structures within Individuals
- Creators
- Vicente Núñez-Antón - University of the Basque CountryDale L Zimmerman - University of Iowa, Statistics and Actuarial Science
- Contributors
- Marc Scott (Editor)Jeffrey Simonoff (Editor)Brian Marx (Editor)
- Resource Type
- Book chapter
- Publication Details
- The SAGE Handbook of Multilevel Modeling, pp.161-182
- DOI
- 10.4135/9781446247600.n10
- Publisher
- SAGE Publications Ltd; London
- Language
- English
- Date published
- 2013
- Academic Unit
- Statistics and Actuarial Science; Biostatistics
- Record Identifier
- 9984257632302771
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