Kang Liu, Shi Geng, Ping Shen, Lei Zhao, Peng Zhou, Wen Liu
Development and application of a machine learning-based predictive model for obstructive sleep apnea screening
Frontiers in big data
article describes study investigating effect intervention student problem solving higher order competency development using series complex numeracy performance tasks airasian russell 2008 tasks sequenced promote monitor student development towards hypotheticodeductive reasoning using rasch partial credit analysis wright masters 1982 calibrate tasks analysis residual gain scores examine effect class school membership study illustrates directed intervention improve students higher order competency skills paper demonstrates segmentation defined wright masters offer basis interpreting construct underlying test segment definitions deliver targeted interventions implications teacher intervention teaching mentor schemes considered article also discusses multilevel regression models differentiate class school effects describes process generating testing using value added models