Table 10 Regression results for CE under... | Emerald Publishing

Table 10

Regression results for CE under CCR-Based DEA and NDEA approach

Variable	CCR-based DEA				Network DEA
	Tobit regression		Bayesian Tobit regression		Tobit regression		Bayesian Tobit regression
	Coefficient	p > \|t\|	Posterior mean	Cred. Interval	Coefficient	p > \|t\|	Posterior mean	Cred. Interval
Bank size	0.113*	0.006	0.110	[0.018, 0.208]	0.064	0.384	0.067	[−0.098, 0.226]
Share of loans	0.541*	0.009	0.568	[0.094, 1.022]	0.544	0.134	0.549	[−0.231, 1.380]
Profitability	2.827	0.334	3.273	[−3.211, 10.522]	6.752	0.216	6.729	[−4.446, 18.356]
Cost management ability	−0.013	0.128	−0.012	[−0.030, 0.007]	−0.017	0.257	−0.016	[−0.048, 0.016]
Credit risk	−0.135	0.606	−0.107	[−0.699, 0.531]	0.467	0.340	0.473	[−0.580, 1.556]

Variable	CCR-based DEA				Network DEA
	Tobit regression		Bayesian Tobit regression		Tobit regression		Bayesian Tobit regression
	Coefficient	p > \|t\|	Posterior mean	Cred. Interval	Coefficient	p > \|t\|	Posterior mean	Cred. Interval
Bank size	0.113*	0.006	0.110	[0.018, 0.208]	0.064	0.384	0.067	[−0.098, 0.226]
Share of loans	0.541*	0.009	0.568	[0.094, 1.022]	0.544	0.134	0.549	[−0.231, 1.380]
Profitability	2.827	0.334	3.273	[−3.211, 10.522]	6.752	0.216	6.729	[−4.446, 18.356]
Cost management ability	−0.013	0.128	−0.012	[−0.030, 0.007]	−0.017	0.257	−0.016	[−0.048, 0.016]
Credit risk	−0.135	0.606	−0.107	[−0.699, 0.531]	0.467	0.340	0.473	[−0.580, 1.556]

Note(s): Tobit Regression is conducted under 95% Confidence Interval

* Means 10% level of significance

CI = Credential Interval

Source(s): Authors’ calculation based on Stata 17