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Wesolowski, Brian C. – Journal of Educational Measurement, 2019
The purpose of this study was to build a Random Forest supervised machine learning model in order to predict musical rater-type classifications based upon a Rasch analysis of raters' differential severity/leniency related to item use. Raw scores (N = 1,704) from 142 raters across nine high school solo and ensemble festivals (grades 9-12) were…
Descriptors: Item Response Theory, Prediction, Classification, Artificial Intelligence
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Logan, Samuel W.; Scrabis-Fletcher, Kristin; Modlesky, Christopher; Getchell, Nancy – Research Quarterly for Exercise and Sport, 2011
The purpose of this study was to examine the relationship between motor proficiency and body mass index (BMI) in preschool children. Thirty-eight children ages 4-6 years had their BMI calculated and were assessed using the Movement Assessment Battery for Children-2 (MABC-2; Henderson, Sugden, & Barnett, 2007). These data were analyzed in two…
Descriptors: Body Composition, Preschool Children, Scientific Concepts, Raw Scores
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Gao, Rui; He, Wei; Ruan, Chunyi – ETS Research Report Series, 2012
In this study, we investigated whether preequating results agree with equating results that are based on observed operational data (postequating) for a college placement program. Specifically, we examined the degree to which item response theory (IRT) true score preequating results agreed with those from IRT true score postequating and from…
Descriptors: College Entrance Examinations, Student Placement, Item Response Theory, True Scores
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Janssen, Anjo J. W. M.; Akkermans, Reinier P.; Steiner, Katerina; de Haes, Olga A. M.; Oostendorp, Rob A. B.; Kollee, Louis A. A.; Nijhuis-van der Sanden, Maria W. G. – Research in Developmental Disabilities: A Multidisciplinary Journal, 2011
Preterm birth increases the risk for neurologic and developmental disabilities and therefore long-term follow-up is important. This prospective follow-up study aims to describe longitudinal motor performance in preterm infants from 6 to 24 months and to detect the influence of risk factors on motor performance trajectories. We included preterm…
Descriptors: Premature Infants, Psychomotor Skills, Risk, Followup Studies
Hoffman, R. Gene; Wise, Lauress L. – 2000
Classical test theory is based on the concept of a true score for each examinee, defined as the expected or average score across an infinite number of repeated parallel tests. In most cases, there is only a score from a single administration of the test in question. The difference between this single observed score and the underlying true score is…
Descriptors: Achievement, Classification, Observation, Probability