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METHOD THAT AUTOMATICALLY EXPLORES STATISTICAL RELATIONSHIPS AMONG VARIABLES AND GENERATES DYNAMIC REPORT

机译:自动探索变量之间的统计关系并生成动态报告的方法

摘要

PURPOSE: An automatic exploration for a variable correlation and a dynamic result report calculating method thereof are provided to reduce time for variable type conversion by automatically classifying a BMI(Body Mass Index) variable as a categorical variable. CONSTITUTION: An automatic variable type classifying module analyzes types of values composing a variable included in data to classify the same into a categorical variable and a continuous variable. Values composing the variable are characters or numbers. If the number of kinds of the numbers is limited, the variable is classified as the categorical variable and others are classified as the continuous variable. An automatic statistics algorithm applying module applies different statistics algorithm according to type combinations of the variable to perform statistical analysis. A dynamic variable correlation writing module writes a dynamic variable correlation. The dynamic result report writing module writes a dynamic result report indicating the dynamic variable correlation between variables. [Reference numerals] (AA) Automatically classifying variable types; (BB) Automatically applying a statistical algorithm; (CC) Writing a dynamic variable correlation; (DD) Dynamic connection; (EE) Writing a dynamic result report;
机译:目的:提供一种用于变量相关性的自动探索及其动态结果报告计算方法,以通过将BMI(身体质量指数)变量自动分类为分类变量来减少用于变量类型转换的时间。构成:自动变量类型分类模块分析值的类型,这些值构成数据中包含的变量,以将其分类为分类变量和连续变量。组成变量的值是字符或数字。如果数量的种类有限,则将该变量分类为类别变量,将其他变量分类为连续变量。自动统计算法应用模块根据变量的类型组合应用不同的统计算法进行统计分析。动态变量相关性写入模块写入动态变量相关性。动态结果报告写入模块写入指示变量之间的动态变量相关性的动态结果报告。 [参考数字](AA)自动分类变量类型; (BB)自动应用统计算法; (CC)编写动态变量相关性; (DD)动态连接; (EE)编写动态结果报告;

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