Latent variable models and factor analysis : a unified approach.
Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples....
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| Main Author: | |
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| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley,
2011.
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| Edition: | 3rd ed. / |
| Series: | Wiley series in probability and statistics.
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| Subjects: | |
| Online Access: |
Full text (Emmanuel users only) |
Table of Contents:
- Front matter
- Basic ideas and examples
- The general linear latent variable model
- The normal linear factor model
- Binary data : latent trait models
- Polytomous data : latent trait models
- Latent class models
- Models and methods for manifest variables of mixed type
- Relationships between latent variables
- Related techniques for investigating dependency
- Software appendix
- References
- Author index
- Subject index.