Sampling Errors of Variance Components in Small Sample Multifacet Generalizability Studies
- 1 December 1978
- journal article
- Published by American Educational Research Association (AERA) in Journal of Educational Statistics
- Vol. 3 (4) , 319-346
- https://doi.org/10.3102/10769986003004319
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
This publication has 15 references indexed in Scilit:
- Consequences of Failure to Meet Assumptions Underlying the Fixed Effects Analyses of Variance and CovarianceReview of Educational Research, 1972
- Observation-Team Reliability Determined by Analysis of VarianceThe Journal of Experimental Education, 1969
- Generalizability of contributions from sources of variance in the S-R Inventories of Anxiousness1Journal of Personality, 1969
- RULES OF THUMB FOR WRITING THE ANOVA TABLEJournal of Educational Measurement, 1967
- Generalizability of Scores Influenced by Multiple Sources of VariancePsychometrika, 1965
- Inference about Variance Components in the One-Way ModelJournal of the American Statistical Association, 1965
- THEORY OF GENERALIZABILITY: A LIBERALIZATION OF RELIABILITY THEORY†British Journal of Statistical Psychology, 1963
- TEST RELIABILITY ESTIMATED BY ANALYSIS OF VARIANCE1British Journal of Statistical Psychology, 1955
- Theory of mental tests.Published by American Psychological Association (APA) ,1950
- Test Reliability Estimated by Analysis of VariancePsychometrika, 1941