Calculate the sample correlation between all the pairs of covariates and comment on whether or not multicollinearity

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Calculate the sample correlation between all the pairs of covariates and comment on whether or not multicollinearity could be a source of the apparent paradox between the statistical significance of the covariate and the appearance of the graph.
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