Table 2. Comparison of estimation...

Table 2.

Comparison of estimation results of MLE and HB + MCMC

Station	Method	1st train	2nd train	3rd train	4th train	5th train
Changping Xishankou	MLE	0.7919	0.2081	0.0000	0.0000	0.0000
Changping Xishankou	HB+MCMC	0.5649	0.4351	0.0000	0.0000	0.0000
Ming Tombs	MLE	0.8239	0.1761	0.0000	0.0000	0.0000
Ming Tombs	HB+MCMC	0.4855	0.5145	0.0000	0.0000	0.0000
Changping	MLE	0.6277	0.3723	0.0000	0.0000	0.0000
Changping	HB+MCMC	0.7822	0.2178	0.0000	0.0000	0.0000
Changping Dongguan	MLE	0.7683	0.2317	0.0000	0.0000	0.0000
Changping Dongguan	HB+MCMC	0.4710	0.5290	0.0000	0.0000	0.0000
Beishaowa	MLE	0.7985	0.2015	0.0000	0.0000	0.0000
Beishaowa	HB+MCMC	0.4089	0.5911	0.0000	0.0000	0.0000
Nanshao	MLE	0.7161	0.2839	0.0000	0.0000	0.0000
Nanshao	HB+MCMC	0.4657	0.5343	0.0000	0.0000	0.0000
Shahe University Park	MLE	0.4218	0.5064	0.0718	0.0000	0.0000
Shahe University Park	HB+MCMC	0.3416	0.5666	0.0917	0.0000	0.0000
Shahe	MLE	0.1142	0.2924	0.3127	0.1998	0.0809
Shahe	HB+MCMC	0.0528	0.2586	0.5863	0.0750	0.0273
Gonghuacheng	MLE	0.4325	0.5675	0.0000	0.0000	0.0000
Gonghuacheng	HB+MCMC	0.4826	0.5174	0.0000	0.0000	0.0000
Zhongxinzhuang	MLE	0.3842	0.4951	0.1207	0.0000	0.0000
Zhongxinzhuang	HB+MCMC	0.4284	0.4718	0.0998	0.0000	0.0000
Life Science Park	MLE	0.2844	0.4722	0.2434	0.0000	0.0000
Life Science Park	HB+MCMC	0.1688	0.6737	0.1575	0.0000	0.0000
Xierqi	MLE	0.3416	0.5530	0.1054	0.0000	0.0000
Xierqi	HB+MCMC	0.2749	0.6397	0.0854	0.0000	0.0000

Station	Method	1st train	2nd train	3rd train	4th train	5th train
Changping Xishankou	MLE	0.7919	0.2081	0.0000	0.0000	0.0000
Changping Xishankou	HB+MCMC	0.5649	0.4351	0.0000	0.0000	0.0000
Ming Tombs	MLE	0.8239	0.1761	0.0000	0.0000	0.0000
Ming Tombs	HB+MCMC	0.4855	0.5145	0.0000	0.0000	0.0000
Changping	MLE	0.6277	0.3723	0.0000	0.0000	0.0000
Changping	HB+MCMC	0.7822	0.2178	0.0000	0.0000	0.0000
Changping Dongguan	MLE	0.7683	0.2317	0.0000	0.0000	0.0000
Changping Dongguan	HB+MCMC	0.4710	0.5290	0.0000	0.0000	0.0000
Beishaowa	MLE	0.7985	0.2015	0.0000	0.0000	0.0000
Beishaowa	HB+MCMC	0.4089	0.5911	0.0000	0.0000	0.0000
Nanshao	MLE	0.7161	0.2839	0.0000	0.0000	0.0000
Nanshao	HB+MCMC	0.4657	0.5343	0.0000	0.0000	0.0000
Shahe University Park	MLE	0.4218	0.5064	0.0718	0.0000	0.0000
Shahe University Park	HB+MCMC	0.3416	0.5666	0.0917	0.0000	0.0000
Shahe	MLE	0.1142	0.2924	0.3127	0.1998	0.0809
Shahe	HB+MCMC	0.0528	0.2586	0.5863	0.0750	0.0273
Gonghuacheng	MLE	0.4325	0.5675	0.0000	0.0000	0.0000
Gonghuacheng	HB+MCMC	0.4826	0.5174	0.0000	0.0000	0.0000
Zhongxinzhuang	MLE	0.3842	0.4951	0.1207	0.0000	0.0000
Zhongxinzhuang	HB+MCMC	0.4284	0.4718	0.0998	0.0000	0.0000
Life Science Park	MLE	0.2844	0.4722	0.2434	0.0000	0.0000
Life Science Park	HB+MCMC	0.1688	0.6737	0.1575	0.0000	0.0000
Xierqi	MLE	0.3416	0.5530	0.1054	0.0000	0.0000
Xierqi	HB+MCMC	0.2749	0.6397	0.0854	0.0000	0.0000

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