Edition |
1st ed. |
Description |
1 online resource (xxii, 435 pages) : illustrations |
|
text txt rdacontent |
|
computer c rdamedia |
|
online resource cr rdacarrier |
Series |
Handbook of computing and statistics with applications, 1871-0301 ; v. 1 |
|
Handbook of computing and statistics with applications ; v. 1. 1871-0301
|
Summary |
This Handbook covers latent variable models, which are a flexible class of models for modeling multivariate data to explore relationships among observed and latent variables. - Covers a wide class of important models - Models and statistical methods described provide tools for analyzing a wide spectrum of complicated data - Includes illustrative examples with real data sets from business, education, medicine, public health and sociology. - Demonstrates the use of a wide variety of statistical, computational, and mathematical techniques. |
Contents |
Preface -- About the Authors -- 1. Covariance Structure Models for Maximal Reliability of Unit-weighted Composites (Peter M. Bentler) -- 2. Advances in Analysis of Mean and Covariance Structure When Data are Incomplete (Mortaza Jamshidian, Matthew Mata) -- 3. Rotation Algorithms: From Beginning to End (Robert I. Jennrich) -- 4. Selection of Manifest Variables (Yutaka Kano) -- 5. Bayesian Analysis of Mixtures Structural Equation Models with Missing Data (Sik-Yum Lee) -- 6. Local Influence Analysis for Latent Variable Models with Nonignorable Missing Responses (Bin Lu, Xin-Yuan Song, Sik-Yum Lee, Fernand Mac-Moune Lai) -- 7. Goodness-of-fit Measures for Latent Variable Models for Binary Data (D. Mavridis, Irini Moustaki, Martin Knott) -- 8. Bayesian Structural Equation Modeling (Jesus Palomo, David B. Dunson, Ken Bollen) -- 9. The Analysis of Structural Equation Model with Ranking Data using Mx (Wai-Yin Poon) -- 10. Multilevel Structural Equation Modeling (Sophia Rable-Hesketh, Anders Skrondal, Xiaohui Zheng) -- 11. Statistical Inference of Moment Structure (Alexander Shapiro) -- 12. Meta-Analysis and Latent Variables Models for Binary Data (Jian-Qing Shi) -- 13. Analysis of Multisample Structural Equation Models with Applications to Quality of Life Data (Xin-Yuan Song) -- 14. The Set of Feasible Solutions for Reliability and Factor Analysis (Jos M.F. ten Berge, Gregor Söan) -- 15. Nonlinear Structural Equation Modeling as a Statistical Method (Melanie M. Wall, Yasuo Amemiya) -- 16. Matrix Methods and Their Applications to Factor Analysis (Haruo Yanai, Yoshio Takane) -- 17. Robust Procedures in Structural Equation Modeling (Ke-Hai Yuan, Peter M. Bentler) -- 18. Stochastic Approximation Algorithms for Estimation of Spatial Mixed Models (Hongtu Zhu, Faming Liang, Minggao Gu, Bradley Peterson). |
Bibliography |
Includes bibliographical references and indexes. |
Note |
Print version record. |
Subject |
Latent structure analysis.
|
|
Latent variables.
|
|
Analyse de structure latente.
|
|
Variables latentes.
|
|
MATHEMATICS -- Probability & Statistics -- Multivariate Analysis.
|
|
Latent structure analysis
|
|
Latent variables
|
Added Author |
Lee, Sik-Yum.
|
Other Form: |
Print version: Handbook of latent variable and related models. 1st ed. Amsterdam ; Boston : Elsevier/North-Holland, 2007 9780444520449 0444520449 (DLC) 2006052150 (OCoLC)73954771 |
ISBN |
9780444520449 |
|
0444520449 |
|
9780080471266 (electronic bk.) |
|
0080471269 (electronic bk.) |
Standard No. |
AU@ 000048130059 |
|
CHNEW 001005670 |
|
DEBBG BV036962177 |
|
DEBBG BV039834058 |
|
DEBBG BV042317160 |
|
DEBSZ 275214877 |
|
DEBSZ 430379188 |
|
NZ1 11778236 |
|
NZ1 15192387 |
|
DKDLA 820120-katalog:9910110502705765 |
|