The Shapiro-Wilk test examines if a variable is normally dispersed inside a population. This assumption is needed by some statistical exams which include t-assessments and ANOVA.

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Mix the predictors linearly by addition or conduct partial minimum squares regression and/or component Investigation with variables which might be very correlated.