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R is a free, open-source programming language and software environment for statistical computing, bioinformatics, and graphics.

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How to interpret Variance Inflation Factor (VIF) results?

0.000913 *** log(lstat) -8.672865 0.530188 -16.358 < 2e-16 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Residual standard error: 4.258 on 494 degrees of freedom Multiple R-squared … : 0.7904, Adjusted R-squared: 0.7857 F-statistic: 169.3 on 11 and 494 DF, p-value: < 2.2e-16 > vif(lm.fit2) crim zn chas nox rm dis 1.755719 2.269767 …
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