The Mixed Liu Estimator in Stochastic Restricted Linear Measurement Error Model

Table 1

MSE values of the estimator for different values of and when and .

d	0.1	0.2	0.3	0.4	0.5	0.6	0.7	0.8	0.9
OME	0.3466	0.3466	0.3466	0.3466	0.3466	0.3466	0.3466	0.3466	0.3466
LE	0.3630	0.3740	0.3851	0.3964	0.4080	0.4196	0.4315	0.4436	0.4558
MLE	0.2849	0.2914	0.2979	0.3046	0.3113	0.3182	0.3251	0.3322	0.3394
NMLE	0.2839	0.2905	0.2972	0.3040	0.3109	0.3179	0.3249	0.3321	0.3393
OME	0.7517	0.7517	0.7517	0.7517	0.7517	0.7517	0.7517	0.7517	0.7517
LE	0.7320	0.7899	0.8503	0.9132	0.9787	1.0467	1.1172	1.1903	1.2659
MLE	0.5077	0.5311	0.5554	0.5806	0.6068	0.6339	0.6620	0.6910	0.7209
NMLE	0.4947	0.5202	0.5464	0.5734	0.6012	0.6297	0.6590	0.6891	0.7200
OME	2.2716	2.2716	2.2716	2.2716	2.2716	2.2716	2.2716	2.2716	2.2716
LE	1.5203	1.9326	2.4041	2.9348	3.5247	4.1739	4.8823	5.6499	6.4768
MLE	0.9794	1.0775	1.1870	1.3078	1.4400	1.5836	1.7386	1.9049	2.0826
NMLE	0.8374	0.9553	1.0835	1.2221	1.3711	1.5305	1.7002	1.8803	2.0708