Coverage Properties of a Neural Network Estimator of Finite Population Total in High-Dimensional Space

Table 3

UBIAS, UMSE, URMSE, and UMAE for a three-dimensional mixed model.

		Bias	MSE	RMSE	MAE
n = 4000		3.5196	18.9278	0.0583	0.0010
		5.7422	52.2492	0.0951	0.0016
		14.7975	353.5178	0.2450	0.0041
		16.8233	437.2852	0.2785	0.0046
n = 8000		1.8147	5.4731	0.0300	0.0005
		3.3823	18.3560	0.0560	0.0009
		8.8086	122.7989	0.1458	0.0024
		9.9900	151.4552	0.1654	0.0027