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Tate, Richard L. – Journal of Educational Measurement, 1995
Robustness of the school-level item response theoretic (IRT) model to violations of distributional assumptions was studied in a computer simulation. In situations where school-level precision might be acceptable for real school comparisons, expected a posteriori estimates of school ability were robust over a range of violations and conditions.…
Descriptors: Comparative Analysis, Computer Simulation, Estimation (Mathematics), Item Response Theory
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Bacon, Donald R. – Multivariate Behavioral Research, 1995
A maximum likelihood approach to correlational outlier identification is introduced and compared to the Mahalanobis D squared and Comrey D statistics through Monte Carlo simulation. Identification performance depends on the nature of correlational outliers and the measure used, but the maximum likelihood approach is the most robust performance…
Descriptors: Comparative Analysis, Computer Simulation, Correlation, Estimation (Mathematics)
Penso, Rebecca Ann – Computing Teacher, 1992
Describes techniques for using computer-assisted instruction to help students of various ages and needs develop job-related skills. Topics addressed include classroom organization, beginning skills, shopping simulations, other simulations, deciphering signs, social skills, writing activities, and followup. (MES)
Descriptors: Class Organization, Computer Assisted Instruction, Computer Simulation, Courseware
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Ichikawa, Masanori – Psychometrika, 1992
Asymptotic distributions of the estimators of communalities are derived for the maximum likelihood method in factor analysis. It is shown that equating the asymptotic standard error of the communality estimate to the unique variance estimate is not correct for the unstandardized case. Monte Carlo simulations illustrate the study. (SLD)
Descriptors: Computer Simulation, Equations (Mathematics), Estimation (Mathematics), Factor Analysis
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Tracz, Susan M.; And Others – Educational and Psychological Measurement, 1992
Effects of violating the independence assumption when combining correlation coefficients in a meta-analysis were studied. This Monte-Carlo simulation varied sample size, predictor number, population intercorrelation among predictors, and population correlation between predictors and criterion. Combining statistics from nonindependent data in a…
Descriptors: Computer Simulation, Correlation, Equations (Mathematics), Mathematical Models
Allen, Brockenbrough S. – Educational Media and Technology Yearbook (EMTY), 1991
Describes virtual realities as environments in which visual, aural, or other stimuli generate in the mind of the user a sense of navigable, frameless, three-dimensional space, and predicts that the availability of computer technology to create real-time, three-dimensional graphics will bring radical changes in the educational use of visualization…
Descriptors: Computer Simulation, Futures (of Society), Man Machine Systems, Microcomputers
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Bissett, Randall; Schneider, Bruce – Psychometrika, 1991
The algorithm developed by B. A. Schneider (1980) for analysis of paired comparisons of psychological intervals is replaced by one proposed by R. M. Johnson. Monte Carlo simulations of pairwise dissimilarities and pairwise conjoint effects show that Johnson's algorithm can provide good metric recovery. (SLD)
Descriptors: Algorithms, Comparative Analysis, Computer Simulation, Equations (Mathematics)
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Stanfel, Julie – Educational Media International, 1993
Describes the "Virtual Cities" project, a virtual reality satellite teleconference with students age 12 to 17 from Canada, Italy, and the United States held during the International Council for Educational Media 1992 conference. A visual database overlaid with instructional gaming strategies provided students with the opportunity to…
Descriptors: Computer Simulation, Foreign Countries, Global Approach, Secondary Education
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Horwitz, Paul; Barowy, Bill – Journal of Science Education and Technology, 1994
Describes a project that explores the use of interactive computer software for teaching Einstein's special theory of relativity to secondary students. Also describes ways to use computers to help students visualize and experiment with otherwise inaccessible phenomena. (ZWH)
Descriptors: Chemistry, Computer Assisted Instruction, Computer Simulation, Concept Formation
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Chen, Ru San; Dunlap, William P. – Journal of Educational Statistics, 1994
The present simulation study confirms that the corrected epsilon approximate test of B. Lecoutre yields a less biased estimation of population epsilon and reduces Type I error rates when compared to the epsilon approximate test of H. Huynh and L. S. Feldt. (SLD)
Descriptors: Computer Simulation, Estimation (Mathematics), Evaluation Methods, Monte Carlo Methods
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Wilcox, Rand R. – Psychometrika, 1991
New methods for comparing the medians corresponding to independent treatment groups are suggested. Procedures are based on the estimator of F. Harrell and C. Davis in conjunction with a modification and extension of the bootstrap calibration technique suggested by W. Loh. Data from two groups provide an illustration. (SLD)
Descriptors: Comparative Analysis, Computer Simulation, Equations (Mathematics), Estimation (Mathematics)
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Nandakumar, Ratna – Journal of Educational Measurement, 1991
A statistical method, W. F. Stout's statistical test of essential unidimensionality (1990), for exploring the lack of unidimensionality in test data was studied using Monte Carlo simulations. The statistical procedure is a hypothesis test of whether the essential dimensionality is one or exceeds one, regardless of the traditional dimensionality.…
Descriptors: Ability, Achievement Tests, Computer Simulation, Equations (Mathematics)
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Gressard, Risa P.; Loyd, Brenda H. – Journal of Educational Measurement, 1991
A Monte Carlo study, which simulated 10,000 examinees' responses to four tests, investigated the effect of item stratification on parameter estimation in multiple matrix sampling of achievement data. Practical multiple matrix sampling is based on item stratification by item discrimination and a sampling plan with moderate number of subtests. (SLD)
Descriptors: Achievement Tests, Comparative Testing, Computer Simulation, Estimation (Mathematics)
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Lambert, Zarrel V.; And Others – Multivariate Behavioral Research, 1991
A method is presented that eliminates some interpretational limitations arising from assumptions implicit in the use of arbitrary rules of thumb to interpret exploratory factor analytic results. The bootstrap method is presented as a way of approximating sampling distributions of estimated factor loadings. Simulated datasets illustrate the…
Descriptors: Behavioral Science Research, Computer Simulation, Estimation (Mathematics), Factor Structure
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Schweizer, Karl – Multivariate Behavioral Research, 1991
A mathematical formula is introduced for the effect of integrating data. A method is then derived to eliminate the effect from correlations of variables, including mean composites, thus allowing for a clustering algorithm that requires allocation of variables according to the magnitude of their correlations. Examples illustrate the procedure. (SLD)
Descriptors: Algorithms, Classification, Cluster Analysis, Computer Simulation
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