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After removing the outliers from the dataset and creating tables/charts on that data how to choose most relevant variables from developed figures and/ or tables

After removing the outliers from the dataset and creating tables/charts on that data how to choose most relevant variables from developed figures and/ or tables to form regression table and equation.

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