Abstract
By using the analysis method of multivariate statistical analysis,we conduct an analysis of an example to the main fourteen course records of the first four semesters of the 75 students,whos’ level is 2007 and major is Information and Computing Science.The fourteen courses are Mathematical Analysis, Linear Algebra & Analytic Geometry, Fundamentals of Computers B, C Programming Language, Probability Theory, Discrete mathematics,Ordinary Differential Equation, Data Structures, Mathematical Statistics, Operations Research and Optimization, Mathematical Models, Curriculum Design of Mathematical Models, Modern mathematical software(Matlab) and Object-oriented programming. After data pretreatment, using SAS system programming for the result. According to the result, we can find the main factors that affect the students’ knowledge and abilities of the major,which is professional mathematical ability, basic mathematicical ability,computer application ability and basic computer ability. And then, we can calculate the factor score of each student according to the model and classify the 75 students by clustering analysis.Finally,we can analyze the abilities tendency of each student according to the result of clustering analysis and the various factor score of each student.
