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The initial stage of the statistical modeling process is the univariable analysis [32]. The objective of this analysis is to reduce the total number of input variables in the model by eliminating those predictors that do not demonstrate a strong association with the target variable at a reasonable level of significance.

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Univariable Analysis

  • 章节

  • 发表日期：

    2025年

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  • Saul Rodrigo Alvarez Zapiain

摘要

The initial stage of the statistical modeling process is the univariable analysis [32]. The objective of this analysis is to reduce the total number of input variables in the model by eliminating those predictors that do not demonstrate a strong association with the target variable at a reasonable level of significance.