Table 8 Regression results for TE under... | Emerald Publishing

Table 8

Regression results for TE 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	CI	Coefficient	p > \|t\|	Posterior mean	CI
Bank size	0.133	0.023	0.135	[−0.007, 0.276]	0.068	0.338	0.086	[−0.058, 0.234]
Share of loans	0.943	0.003	1.077	[0.306, 1.887]	0.967	0.008	1.044	[0.268, 1.717]
Profitability	3.405	0.414	3.153	[−7.358, 13.870]	3.697	0.480	4.967	[2.958, 7.671]
Cost management ability	−0.021*	0.086	−0.025	[−0.059, 0.004]	−0.016	0.261	−0.018	[−0.048, 0.012]
Credit risks	−0.027	0.943	−0.058	[−0.982, 0.956]	0.075	0.873	0.185	[−0.220, 0.620]

Variable	CCR-based DEA				Network DEA
	Tobit regression		Bayesian Tobit regression		Tobit regression		Bayesian Tobit regression
	Coefficient	p > \|t\|	Posterior mean	CI	Coefficient	p > \|t\|	Posterior mean	CI
Bank size	0.133	0.023	0.135	[−0.007, 0.276]	0.068	0.338	0.086	[−0.058, 0.234]
Share of loans	0.943	0.003	1.077	[0.306, 1.887]	0.967	0.008	1.044	[0.268, 1.717]
Profitability	3.405	0.414	3.153	[−7.358, 13.870]	3.697	0.480	4.967	[2.958, 7.671]
Cost management ability	−0.021*	0.086	−0.025	[−0.059, 0.004]	−0.016	0.261	−0.018	[−0.048, 0.012]
Credit risks	−0.027	0.943	−0.058	[−0.982, 0.956]	0.075	0.873	0.185	[−0.220, 0.620]

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