Repeat the previous question using the logarithm of each of the covariates in place of the original

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Repeat the previous question using the logarithm of each of the covariates in place of the original covariate value. Caution: Always check for any zero values before using a logarithm transformation. For these data, the island of Santa Cruz is 0 km from itself. A quick fix is to set the value at a very small nonzero number (e. g., 0.1 km).
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