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Download full textSpoon, Kelly; Beemer, Joshua; Whitmer, John C.; Fan, Juanjuan; Frazee, James P.; Stronach, Jeanne; Bohonak, Andrew J.; Levine, Richard A. – Journal of Educational Data Mining, 2016
Random forests are presented as an analytics foundation for educational data mining tasks. The focus is on course- and program-level analytics including evaluating pedagogical approaches and interventions and identifying and characterizing at-risk students. As part of this development, the concept of individualized treatment effects (ITE) is…
Descriptors: Data Analysis, Individualized Instruction, Teaching Methods, Intervention
McDaid, Janet L. – 1987
California's K-6 Early Intervention Project was established in 1986 under the authority of California Assembly Bill 1535, Pilot Project on Hyperactivity, to provide a system of early identification and assistance to children in kindergarten through grade 6 whose behavior problems interfere with learning. This report contains evaluation findings…
Descriptors: Behavior Problems, Case Studies, Early Identification, Elementary Education
