Comparing Methodologies for Developing an Early Warning System : Classification and Regression Tree Model versus Logistic Regression. REL 2015-077 /

Comparing Methodologies for Developing an Early Warning System : Classification and Regression Tree Model versus Logistic Regression. REL 2015-077 / Sharon Koon and Yaacov Petscher.

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 i...

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Online Access: Full Text (via ERIC)
Main Authors: Koon, Sharon, Petscher, Yaacov (Author)
Corporate Authors: National Center for Education Evaluation and Regional Assistance (U.S.), Regional Educational Laboratory Southeast, Florida Center for Reading Research
Format: eBook
Language:English
Published: [Place of publication not identified] : Distributed by ERIC Clearinghouse, 2015.
Subjects:
Classification.
Regression (Statistics)
Models.
At Risk Students.
Reading Difficulties.
Comparative Analysis.
Grade 1.
Grade 2.
Elementary School Students.
Public Schools.
Accuracy.
Identification.
Statistical Analysis.
Nonparametric Statistics.
Achievement Tests.
Reading Tests.
Predictive Validity.

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