Influence diagnostics for ridge regression based on the Kullback-Leibler divergence

Assess multicollinearity between predictors when running the dredge function (MuMIn - R)

Code for full subsets model fitting using GA(M)M

💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

Clustering personalities and labelling based on sampled survey responses (Hierarchical and K-Means).

I collected datasets related to COVID-19 disease in various dimensions and presented them here. You can read its details in the "Adaptive Elastic-net Sliced Inverse Regression to Identify Risk Factors Affecting COVID-19" paper. Also, here is the code for the proposed method.