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主成分分析在教学质量分析中的应用 被引量:4

The Application of Principal Component Analysis in the Analysis of Teaching Quality
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摘要 一所学校教学质量的好坏,往往与学生的学习成绩息息相关。为了研究陕西某地区几所小学教学质量的好坏,我们对学生的12科平均成绩进行主成分分析,以便了解各个学校学生的学习成绩。研究结果表明:由学生的学习成绩来分析一所学校的教学质量的好坏,实际上可以只考虑某几个由各科成绩的平均分组成的线性组合,可以简化问题,提高分析效率。 The quality of the teaching of a school is often closely related to the students’ academic performance. In order to study the teaching quality of several primary schools of Shaanxi, we made a principal component analysis of the average scores of 12 subjects in order to know the achievement of each school student . The research results show that the quality of a school’s teaching can be analyzed by student’s academic record. In fact, only a few linear combinations consisting of the average scores of each subject can be considered, which can simplify the problem and improve the efficiency of analysis.
出处 《统计学与应用》 2018年第2期263-270,共8页 Statistical and Application
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