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Roberts, James S.; Donoghue, John R.; Laughlin, James E. – Applied Psychological Measurement, 2002
Investigated the data demands associated with the marginal maximum likelihood (MML) expected a posterior (EAP) methodology and the precision of the resulting parameter estimates when data fit the underlying model through simulation. Also studied the extent to which a misspecified prior distribution would affect the item and person parameter…
Descriptors: Estimation (Mathematics), Maximum Likelihood Statistics, Models, Research Methodology
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Zeng, Lingjia – Applied Psychological Measurement, 1995
The effects of different degrees of smoothing on results of equipercentile equating in random groups design using a postsmoothing method based on cubic splines were investigated, and a computer-based procedure was introduced for selecting a desirable degree of smoothing. Results suggest that no particular degree of smoothing was always optimal.…
Descriptors: Computer Simulation, Computer Software, Equated Scores, Research Methodology
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Isham, Steven P.; Donoghue, John R. – Applied Psychological Measurement, 1998
Used Monte Carlo methods to compare several measures of item-parameter drift, manipulating numbers of examinees and items and numbers of drift items. Overall, Lord's chi square (F. Lord, 1968) measure was the most effective in identifying items that exhibited drift. Discusses the usefulness of other methods. (SLD)
Descriptors: Chi Square, Comparative Analysis, Monte Carlo Methods, Research Methodology
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Nering, Michael L. – Applied Psychological Measurement, 1995
A person-fit method that allows researchers to identify nonfitting response vectors is the l(z) statistic. Simulation results show that l(z) may not perform as expected when estimated person parameters are used rather than true person parameters. Other considerations in using true and estimated person parameters are discussed. (SLD)
Descriptors: Estimation (Mathematics), Item Response Theory, Research Methodology, Responses
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Mislevy, Robert J.; Stocking, Martha L. – Applied Psychological Measurement, 1989
The theoretical approaches taken by the LOGIST and BILOG computer programs for estimating the parameters of the three-parameter logistic item response model, and their practical consequences, are compared. Guidelines for choosing between the programs for particular applications are offered. (SLD)
Descriptors: Comparative Analysis, Computer Simulation, Estimation (Mathematics), Guidelines