Sampling Errors of Variance Components in Small Sample Multifacet Generalizability Studies

Philip L. Smith

Journal of Educational and Behavioral Statistics, 1978, vol. 3, issue 4, 319-346

Abstract: The paper describes the small sample stability of least square estimates of variance components within the context of generalizability theory. Monte Carlo methods are used to generate data conforming to some selected multifacet generalizability designs to illustrate the sampling behavior of variance component estimates. Based on the findings, recommendations are made concerning the design of efficient small sample generalizability studies.

Keywords: Variance Components; Sampling Error; Generalizability Theory (search for similar items in EconPapers)
Date: 1978
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Persistent link: https://EconPapers.repec.org/RePEc:sae:jedbes:v:3:y:1978:i:4:p:319-346

DOI: 10.3102/10769986003004319

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