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Autor/inn/enRaykov, Tenko; Menold, Natalja; Leer, Jane
TitelEvaluation of Second- and Third-Level Variance Proportions in Multilevel Designs with Completely Observed Populations: A Note on a Latent Variable Modeling Procedure
QuelleIn: Educational and Psychological Measurement, 82 (2022) 3, S.568-579 (12 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationORCID (Raykov, Tenko)
ORCID (Menold, Natalja)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0013-1644
DOI10.1177/00131644211008643
SchlagwörterHierarchical Linear Modeling; Computation; Statistical Analysis; Research Design; Observation; Sampling
AbstractTwo- and three-level designs in educational and psychological research can involve entire populations of Level-3 and possibly Level-2 units, such as schools and educational districts nested within a given state, or neighborhoods and counties in a state. Such a design is of increasing relevance in empirical research owing to the growing popularity of large-scale studies in these and cognate disciplines. The present note discusses a readily applicable procedure for point-and-interval estimation of the proportions of second- and third-level variances in such multilevel settings, which may also be employed in model choice considerations regarding ensuing analyses for response variables of interest. The method is developed within the framework of the latent variable modeling methodology, is readily utilized with widely used software, and is illustrated with an example. (As Provided).
AnmerkungenSAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: http://sagepub.com
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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