Fuzzy Stress-Strength Model and Mean Remaining Strength for Lindley Distribution: Estimation and Application in Cancer of Benign Endocrine

Table 5

Bias and MSE for MLE and MPS estimate of reliability parameter and FMRS.

Sample size	MLE						MPS
		Bias	MSE		Bias	MSE		Bias	MSE		Bias	MSE
,
(5)	0.4388	-0.0211	0.00445	1.9966	-0.1695	0.2875	0.8546	0.0204	0.0041	5.6835	0.1991	0.3965
(100, 100)	0.5850	-0.0003		3.0944	-0.0029	0.0017	0.6976	0.0002		4.2718	0.0028	0.0016
,
(5)	0.6396	-0.0147	0.0021	1.6252	-0.1604	0.2574	0.9482	0.0161	0.0025	5.2417	0.2012	0.4048
(100, 100)	0.7408	-0.0046	0.0002	2.6492	-0.0580	0.0336	0.8187	0.0031	0.0001	3.8006	0.0570	0.0325
,
(5)	0.6756	-0.0130	0.0017	1.5534	-0.1607	0.2583	0.9587	0.0152	0.0023	5.1765	0.2015	0.4062
(100, 100)	0.7618	-0.0002		2.5572	-0.0030	0.0018	0.8346	0.0001		3.7338	0.0028	0.0016
,
(5)
(100, 100)
,
(5)	0.1314	0.0082	0.0006	1.2381	0.0251	0.0063	0.0711	0.0022		1.3763	0.0389	0.0151
(100, 100)	0.0531			0.9932			0.0590			1.1212	0.0006
0.7682,
(5)	0.2337	0.0137	0.0019	0.9691	0.0201	0.0040	0.1210	0.0025		1.0811	0.0312	0.0097
(100, 100)	0.1044			0.7730			0.1097			0.8741	0.0005
0.7058,
(5)	0.2581	0.0149	0.0022	0.9018	0.0196	0.0038	0.0038	0.0023		1.0114	0.0305	0.0093
(100, 100)	0.1183			0.7105			0.1226			0.8086	0.0005
, k =20
(5)	0.2721	0.0155	0.00242	0.8626	0.0194	0.0037	0.1386	0.0022		0.9715	0.0303	0.0092
(100, 100)	0.1397	0.0001		0.6731			0.1301			0.7697	0.0005