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Sampling Errors of Variance Components in Small Sample Multifacet Generalizability Studies

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  • Philip L. Smith

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.

Suggested Citation

  • Philip L. Smith, 1978. "Sampling Errors of Variance Components in Small Sample Multifacet Generalizability Studies," Journal of Educational and Behavioral Statistics, , vol. 3(4), pages 319-346, December.
    • Handle: RePEc:sae:jedbes:v:3:y:1978:i:4:p:319-346
    DOI: 10.3102/10769986003004319
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