Latent Variable Models of Dichotomous Data
The State of the Method
Datos Bibliográficos
| ID | 10941519 |
|---|---|
| Autores | Ronald Schoenberg (Aptech Systems, autor de correspondencia), Gerhard Arminger (University of Wuppertal) |
| Año | 1989 |
| Volumen | 18 |
| Número | 1 |
| Páginas | 164-182 |
| Fecha de publicación | 1989-08-01 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Sociological Methods & Research (JOURNAL) |
| Identificadores de la revista | ISSN: 0049-1241 • E-ISSN: 1552-8294 |
| Editorial | SAGE Publications (PUBLISHER • US) |
| DOI | 10.1177/0049124189018001006 |
| OpenAlex | W2051901238 |
| Idioma | EN |
| Citas recibidas | 3 |
| Referencias citadas | 22 |
This issue of Sociological Methods & Research contains four excellent illustrations of current methods for analyzing dichotomous data: dichotomous factor analysis (Muthén, 1989), latent trait analysis (Eaton et al., 1989), and grade of membership analysis (Woodbury and Manton, 1989). These methods are now sufficiently developed for use by researchers, though a lack of available software for the grade of membership model renders that method mostly theoretical. Of these methods the factor analysis model succeds in carrying out the tasks set by the editors with the fewest problems. Researchers would do well, however, to look over all the methods to find the best approach for their particular problem
Data mining · Data science · Data set · Econometrics · Latent variable · Machine learning · Set (abstract data type · Statistics · Advanced Statistical Modeling Techniques · Artificial Intelligence · Computer Science · Mathematics
Sociological Methodology 1978
Structural Equation Models in the Social Sciences
A General Structural Equation Model with Dichotomous, Ordered Categorical, and Continuous Latent Variable Indicators
Consistent Estimates Based on Partially Consistent Observations
On Structural Equation Modeling with Data that are not Missing Completely at Random
Contributions to Factor Analysis of Dichotomous Variables
Robust Estimation of a Location Parameter
A General Approach to Confirmatory Maximum Likelihood Factor Analysis
Marginal Maximum Likelihood Estimation of Item Parameters
On the Relationship between iTem Response Theory and Factor Analysis of Discretized Variables
Latent Trait and Latent Class Models
Pattern Clustering by Multivariate Mixture Analysis
The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I-A Modified Latent Structure Approach
New Light on the 16-Fold Table
| Obras citantes distintas | 3 |
|---|---|
| Citas por año | 0,1 |
| Intervalo de citas | 1997 - 2002 (6) |
| Velocidad de citación | historical |
| Altamente citado | No |
| Tipos de cita | Neutras: 3 |