A Reliability Coefficient for Maximum Likelihood Factor Analysis
Bibliographic Data
| ID | 23313562 |
|---|---|
| Authors | Ledyard R Tucker (University of Illinois Urbana-Champaign), Charles Lewis (0000-0002-9151-8934, University of Illinois Urbana-Champaign) |
| Year | 1973 |
| Volume | 38 |
| Issue | 1 |
| Pages | 1-10 |
| Publication date | 1973-03-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Psychometrika (JOURNAL) |
| Journal identifiers | ISSN: 0033-3123 • E-ISSN: 1860-0980 |
| Publisher | Cambridge University Press (CUP) (PUBLISHER) |
| DOI | 10.1007/bf02291170 |
| OpenAlex | W2014543370 |
| Language | EN |
| Citations received | 1.523 |
| References cited | 9 |
Maximum likelihood factor analysis provides an effective method for estimation of factor matrices and a useful test statistic in the likelihood ratio for rejection of overly simple factor models. A reliability coefficient is proposed to indicate quality of representation of interrelations among attributes in a battery by a maximum likelihood factor analysis. Usually, for a large sample of individuals or objects, the likelihood ratio statistic could indicate that an otherwise acceptable factor model does not exactly represent the interrelations among the attributes for a population. The reliability coefficient could indicate a very close representation in this case and be a better indication as to whether to accept or reject the factor solution.
Econometrics · Factor (programming language) · Factor analysis · Likelihood function · Likelihood principle · Likelihood-ratio test · Maximum likelihood · Maximum likelihood sequence estimation · Population · Power (physics) · Quasi-maximum likelihood · Reliability (semiconductor) · Representation (politics) · Restricted maximum likelihood · Statistic · Statistics · Computer Science · Mathematics · Sensory Analysis and Statistical Methods
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| Unique citing works | 1.523 |
|---|---|
| Citations per year | 28,74 |
| Citation span | 1973 - 2026 (54) |
| Citation velocity | current |
| Highly cited | Yes |
| Citation types | Neutral: 1.351 |