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Table 5 Inference of ERGM parameter based on sanitized CTNs (\(m=3\); 500 repeats)

From: Some examples of privacy-preserving sharing of COVID-19 pandemic data with statistical utility evaluation

 

Original

\(\epsilon =5\)

\(\epsilon =2\)

\(\epsilon =1\)

\(\epsilon =0.5\)

bias

-0.021

-0.021

-0.026

-0.031

-0.051

RMSE

0.171

0.172

0.174

0.187

0.260

CP

0.942

0.954

0.954

0.952

0.944