Degree of outlierness
Classification of outliers according to their degree of outlierness. They are classified using the tolerance proportion. For instance, outliers from a 95
do_outl_degree(vect_tol = c(0.95, 0.9, 0.85), resid_vect, alpha = 0.05, outl_degree = c("outl_strong", "outl_semi_strong", "outl_moderate"))
vect_tol |
Vector the tolerance values. Default c(0.95, 0.9, 0.85). |
resid_vect |
Vector of n residuals, where n was the number of rows of the data matrix. |
alpha |
Significance level. Default 0.05. |
outl_degree |
Type of outlier to identify the degree of outlierness. Default c("outl_strong", "outl_semi_strong", "outl_moderate"). |
List with the type outliers.
Guillermo Vinue
do_outl_degree(0.95, 1:100, 0.05, "outl_strong")
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