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Koon, Sharon; Petscher, Yaacov – Regional Educational Laboratory Southeast, 2015
The purpose of this report was to explicate the use of logistic regression and classification and regression tree (CART) analysis in the development of early warning systems. It was motivated by state education leaders' interest in maintaining high classification accuracy while simultaneously improving practitioner understanding of the rules by…
Descriptors: Classification, Regression (Statistics), Models, At Risk Students
Betts, Joseph; Pickart, Mary; Heistad, Dave – School Psychology Quarterly, 2011
Previous research has provided evidence for the utility of the Minneapolis Kindergarten Assessment (MKA), which is a measure of early literacy and numeracy skills. The present research was undertaken to replicate previous factorial results and evaluate the relative strength of an alternative parameterization of the measurement model, the bifactor…
Descriptors: Evidence, Models, Numeracy, Predictive Validity
Fuchs, Douglas; Compton, Donald L.; Fuchs, Lynn S.; Bouton, Bobette; Caffrey, Erin – Journal of Learning Disabilities, 2011
The purpose of this study was to examine the construct and predictive validity of a dynamic assessment (DA) of decoding learning. Students (N = 318) were assessed in the fall of first grade on an array of instruments that were given in hopes of forecasting responsiveness to reading instruction. These instruments included DA as well as…
Descriptors: Reading Comprehension, Listening Comprehension, Phonemic Awareness, Predictive Validity