PCA–based Estimating Model of Multi–parameter Process

IERI Procedia - Tập 2 - Trang 528-533 - 2012
Li Yan1, Shen Xiangli2, Chen Baolin3, Li Xiurong4
1Continuing Education College, Henan Institute of Science & Technology, Xinxiang, 453003, China
2Department of Engineering Technology, Xinxiang Vocational and Technical College, Xinxiang, 453006, China
3Guangshan Teachers’ Further EducationSschool,Guangshan, 465450, China
4Guangshan Experimental Elementary School, Guangshan, 465450, China

Tài liệu tham khảo

Jolliffe I.T. Principal Component Analysis, Series: Springer Series in Statistics, 2nd ed., New York: Springer; 2002. J. D. Willms, S.W. Raudenbush, A Longitudinal Hierarchical Linear Model for Estimating School Effects and Their Stability, Journal of Educational Measurement, 1989; 26: 209-232. Aaronson, 2007, Student Achievement in Chicago Public High Schools, Journal of Labor Economics, 24, 95, 10.1086/508733 Banerjee, 2007, Remedying Education: Evidence from Two Randomized Experiments in India, Quarterly Journal of Economics., 122, 1235, 10.1162/qjec.122.3.1235 Searle, S. Linear Models. New York: John Wiley & Sons; 1971. Ballou, 2004, Controlling for student background in value–added assessment of teachers, Journal of Educational and Behavioral Statistics., 29, 37, 10.3102/10769986029001037 Borko, 2004, Professional development and teaching and learning: Mapping the terrain, Educational Researcher., 33, 3, 10.3102/0013189X033008003 Lockwood, 2007, The sensitivity of value–added teacher effect estimates to different mathematics achievement measures, Journal of Educational Measurement., 44, 47, 10.1111/j.1745-3984.2007.00026.x McCaffrey, 2004, Models for value–added modelling of teacher effects, Journal of Educational and Behavioral Statistics., 29, 67, 10.3102/10769986029001067