Research Article

Cross-Sectional Analysis of Impulse Indicator Saturation Method for Outlier Detection Estimated via Regularization Techniques with Application of COVID-19 Data

Table 1

Regularization penalties.

MethodPenalty function

LASSO
AdaLASSO
SCAD
MCP

is a function denoted as penalty function, and is the function parameter.