Code
ols_coll_diag(model)
Output
Tolerance and Variance Inflation Factor
---------------------------------------
Variables Tolerance VIF
1 disp 0.1218116 8.209402
2 hp 0.3454979 2.894373
3 wt 0.1962092 5.096601
4 drat 0.4386836 2.279547
Eigenvalue and Condition Index
------------------------------
Eigenvalue Condition Index intercept disp hp wt
1 4.692806914 1.000000 0.0002323252 0.001106455 0.002566185 0.0007172086
2 0.240308641 4.419078 0.0036813894 0.034132904 0.031334562 0.0009394254
3 0.052153430 9.485821 0.0009192095 0.058394262 0.735003722 0.0700789813
4 0.011406889 20.283026 0.0014476535 0.885725642 0.207337511 0.7179834661
5 0.003324127 37.573144 0.9937194224 0.020640737 0.023758021 0.2102809185
drat
1 0.0003775503
2 0.0148250672
3 0.0026259361
4 0.0568226912
5 0.9253487552
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