Table 37 Estimated regression coefficients and MSEs of the selected estimators in the Apprentice Migration Dataset. Bold value indicates minimum MSE.

Estimators	\({\widehat{\beta }}_{0}\)	\({\widehat{\beta }}_{1}\)	\({\widehat{\beta }}_{2}\)	\({\widehat{\beta }}_{3}\)	\({\widehat{\beta }}_{4}\)	MSEs	CV	PRESS
QLE	3.8472	− 0.0347	0.0211	− 0.0403	0.544	907.164	14.903	0.8262
\({k}_{1}\)	0.388	− 0.0194	0.0302	− 0.0127	1.0542	7.415	4.424	0.0163
\({k}_{2}\)	0.1069	− 0.0067	0.0308	0.0208	0.3942	1.64	2.391	0.0228
\({k}_{3}\)	0.0028	0.0069	0.031	0.0233	0.0101	4.76	1.086	0.0317
\({k}_{4}\)	0.0231	− 0.0003	0.0312	0.0332	0.0875	1.487	1.659	0.0327
\({k}_{5}\)	0.3708	− 0.019	0.0302	− 0.0116	1.0351	6.961	4.507	0.0156
\({k}_{6}\)	0.0241	− 0.0004	0.0312	0.0332	0.0914	1.474	1.692	0.0326
\({k}_{7}\)	0.0502	− 0.0027	0.031	0.03	0.1898	1.361	2.112	0.0293
\({k}_{8}\)	0.0305	− 0.001	0.0311	0.0326	0.1157	1.417	1.864	0.0318
\({k}_{9}\)	2.27E−16	8.55E−15	1.42E−14	5.82E−15	5.79E−16	15.1	1.004	0.1696
\({k}_{10}\)	0.0005	0.0108	0.0212	0.0097	0.0014	12.423	1.026	0.0450
\({k}_{11}\)	4.40E−13	1.66E−11	2.75E−11	1.13E−11	1.12E−12	15.1	1.000	0.1696
\({k}_{12}\)	0.0002	0.0058	0.01	0.0042	0.0005	14.332	1.016	0.0865
\({k}_{13}\)	3.812	− 0.0346	0.0212	− 0.0401	0.552	889.379	14.480	08,020
\({k}_{14}\)	3.8255	− 0.0346	0.0211	− 0.0402	0.5489	896.201	14.651	0.8112
\({k}_{15}\)	2.4101	− 0.0302	0.0249	− 0.0338	0.8664	325.778	5.152	0.2408
\({k}_{16}\)	0.0017	0.0091	0.0298	0.0189	0.0058	6.925	1.061	0.2376

Quick links

Search