Predictive Probability Models of Road Traffic Human Deaths with Demographic Factors in Ghana

Table 3

Fitted values for the estimated models.

	Logit model A			Logit model B			Logit model C
	Coeff	Standard error	value	Coeff	Standard error	value	Coeff	Standard error	value
	–2.1772	0.0201	0.0000	–1.9066	0.0383	0.0000	–1.9077	0.0637	0.0000
	0.1476	0.0056	0.0000	0.1476	0.0056	0.0000	0.1479	0.0175	0.0000
				–0.2190	0.0265	0.0000	–0.2181	0.0494	0.0000
							–0.0003	0.0135	0.983
Deviance	54847 on 66157 d.f.			54777 on 66156 d.f.			54777 on 66155 d.f.
AIC	54851			54783			54785
	Logit model B			Probit model D			Identity model E
	Coeff	Standard error	value	Coeff	Standard error	value	Coeff	Standard error	value
	–1.9066	0.0383	0.0000	–1.1292	0.0207	0.0000	0.1293	0.0046	0.0000
	0.1476	0.0056	0.0000	0.0809	0.0032	0.0000	0.0186	0.0008	0.0000
	–0.2190	0.0265	0.0000	–0.1186	0.0143	0.0000	–0.0253	0.003	0.0000
Deviance	54777 on 66156 d.f.			54786 on 66156			54830 on 66156
AIC	54783			54792			54836

Source: authors’ estimates from R.