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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2022
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Article
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Tab 4
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Research Article
Cross-Sectional Analysis of Impulse Indicator Saturation Method for Outlier Detection Estimated via Regularization Techniques with Application of COVID-19 Data
Table 4
Real data analysis with covariate selection and number of selected outliers.
SCAD number of selected outliers (28)
Variable
Gender
CRP level
Other comorbidities
Coefficient
0.24463
0.00083
0.20533
MCP number of selected outliers (31)
Variable
Gender
CRP level
Other comorbidities
Coefficient
0.22493
0.0004
0.2585
LASSO number of selected outliers (204)
Variable
Age
Gender
CRP level
Other comorbidities
Coefficient
0.00225
0.55747
0.00282
1.3966
Auto(0.05) number of selected outliers (14)
Variable
CRP level
Other comorbidities
Coefficient
0.00766
0.9653