An Alternative Statistical Model to Analysis Pearl Millet (Bajra) Yield in Province Punjab and Pakistan

Table 2

Bias, mean square error, variance, and average estimate.

	Est	S-I		S-II		S-III
		100	Bias	0.1591	0.0349	0.2141	0.0136	0.1573	0.0212
MSE	1.6324		0.0237	0.3585	0.0376	0.8554	0.0178
Var	1.6071		0.0225	0.3126	0.0374	0.8306	0.0173
AE	2.0591		1.5349	1.3141	2.5136	1.6573	1.5212
150	Bias	0.0598	0.0288	0.1394	−0.0038	0.0735	0.0192
	MSE	0.9004	0.0168	0.1808	0.0221	0.4627f	0.0127
	Var	0.8968	0.0159	0.1613	0.0221	0.4573	0.0123
	AE	1.9598	1.5288	1.2394	2.4961	1.5735	1.5192
200	Bias	0.0412	0.0227	0.1122	−0.0091	0.0496	0.0166
	MSE	0.5669	0.0134	0.1113	0.0175	0.2968	0.0105
	Var	0.5652	0.0129	0.0987	0.0174	0.2943	0.0103
	AE	1.9412	1.5227	1.2122	2.4908	1.5496	1.5165
250	Bias	0.0165	0.0196	0.0898	−0.0089	0.0269	0.0153
	MSE	0.4386	0.0108	0.0835	0.0143	0.2315	0.0089
	Var	0.4383	0.0105	0.0754	0.0143	0.2308	0.0087
	AE	1.9165	1.5196	1.1898	2.4911	1.5269	1.5152
300	Bias	0.0135	0.0183	0.0790	−0.0055	0.0213	0.0134
	MSE	0.3532	0.0088	0.0675	0.0123	0.1894	0.0068
	Var	0.3530	0.0085	0.0613	0.0122	0.1889	0.0067
	AE	1.9135	1.5183	1.1790	2.4944	1.5213	1.5134
350	Bias	0.0188	0.0148	0.0733	−0.0048	0.0226	0.0112
	MSE	0.3017	0.0075	0.0589	0.0108	0.1647	0.0059
	Var	0.3014	0.0073	0.0535	0.0108	0.1642	0.0058
	AE	1.9188	1.5148	1.1733	2.4951	1.5226	1.5112
400	Bias	0.0116	0.0142	0.0679	−0.0022	0.0159	0.0110
	MSE	0.2731	0.0066	0.0525	0.0098	0.1503	0.0053
	Var	0.2730	0.0064	0.0479	0.0098	0.1501	0.0052
	AE	1.9116	1.5142	1.1679	2.4977	1.5159	1.5110
450	Bias	−0.0004	0.0137	0.5781	0.0012	0.0051	0.0110
	MSE	0.2386	0.0059	0.0453	0.0091	0.1322	0.0047
	Var	0.2386	0.0057	0.0419	0.0091	0.1322	0.0046
	AE	1.8995	1.5137	1.1578	2.5012	1.5051	1.5110
500	Bias	0.0029	0.0109	0.0531	0.0024	0.0064	0.0087
	MSE	0.2247	0.0051	0.0434	0.0085	0.1248	0.0042
	Var	0.2247	0.0050	0.0405	0.0085	0.1248	0.0042
	AE	1.9029	1.5109	1.1531	2.5024	1.5064	1.5087