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Table 3 Estimation results of the second-stage model

From: Two-stage credit scoring using Bayesian approach

Variable

Coefficient

Z-statistic

P-value

Constant

− 17.2

− 15.1

< 0.001

Derivative variable from the registration category

1.8

3.3

0.001

Derivative variable from the authentication category

3.4

9.1

< 0.001

Derivative variable from the transaction category

2.3

5.8

< 0.001

Derivative variable from the account activity category

1.6

3.4

0.001

Derivative variable from the debit card category

5.3

6.1

< 0.001

Derivative variable from the recommendation category

2.3

5.6

< 0.001

Derivative variable from the OCR category

4.2

3.5

0.001

Derivative variable from the setting category

4.7

3.4

0.001