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METHOD FOR OBTAINING REGRESSION RELATIONSHIPS BETWEEN DEPENDENT VARIABLES AND INDEPENDENT VARIABLES DURING DATA ANALYSIS
METHOD FOR OBTAINING REGRESSION RELATIONSHIPS BETWEEN DEPENDENT VARIABLES AND INDEPENDENT VARIABLES DURING DATA ANALYSIS
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机译:数据分析过程中依赖变量和独立变量之间的回归关系的获取方法
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摘要
The present invention relates to the technical field of data analysis and processing, and in particular, to a method for obtaining regression relationships between dependent variables and independent variables during data analysis. The method of the present invention comprises: by analyzing dependent variables and a plurality of independent variables inputted by a user, standardizing data; then classifying the data to obtain similar data characteristics; selecting the independent variables from the similar data characteristics; by calling a related linear analysis algorithm, obtaining a causal relationship; comparing the result obtained from calculation and analysis with an actual resu analyzing optimal relationships between some independent variables and dependent variables; and finally, displaying optimal results to a user for final selection. The present invention resolves the problems in existing methods of being unable to perform discriminant analysis of data regions and being difficult to achieve accurate analysis efficiency. The method present invention can be used for obtaining regression relationship between dependent variables and independent variables.
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