Prediction of the model gam_cor_to_vif across correlation values

Dataframe with predicted VIF threshold corresponding to a given correlation threshold..

Usage

data(prediction_cor_to_vif)

Format

A dataframe with 901 rows and 2 numeric columns:

max_cor

Maximum allowed pairwise correlation, from 0.10 to 1.00 in steps of 0.001.

max_vif

Predicted VIF threshold corresponding to each max_cor.

Details

Values were generated by applying mgcv::predict.gam() to the fitted model gam_cor_to_vif and rounding to three decimal places.

See also

Other experiments: experiment_adaptive_thresholds, experiment_cor_vs_vif, gam_cor_to_vif

Examples

data(prediction_cor_to_vif)
head(prediction_cor_to_vif)
#>   max_cor max_vif
#> 1   0.100   1.095
#> 2   0.101   1.096
#> 3   0.102   1.097
#> 4   0.103   1.099
#> 5   0.104   1.100
#> 6   0.105   1.101
plot(max_vif ~ max_cor, data = prediction_cor_to_vif, type = "l")