prediction_cor_to_vif: Prediction of the model 'gam_cor_to_vif' across correlation...

In collinear: Automated Multicollinearity Management

Prediction of the model gam_cor_to_vif across correlation values

Description

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)
plot(max_vif ~ max_cor, data = prediction_cor_to_vif, type = "l")

collinear documentation built on Dec. 8, 2025, 5:06 p.m.