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BIG DATA ANALYSIS METHOD FOR ESTIMATING RISK OF AIR POLLUTANTS
BIG DATA ANALYSIS METHOD FOR ESTIMATING RISK OF AIR POLLUTANTS
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机译:估算空气污染物风险的大数据分析方法
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摘要
Disclosed is a nonlinear regression analysis method capable of solving a multicollinearity problem in a nonlinear regression analysis model using a plurality of independent variables composed of time series data. The disclosed nonlinear regression analysis method includes: estimating causality between a target independent variable and a residual independent variable among a plurality of independent variables consisting of time series data; and analyzing the relationship between the target independent variable and the dependent variable by using a nonlinear regression analysis model including the remaining independent variables except for the independent variable estimated to have causality among the remaining independent variables and the target independent variable. includes steps.
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