Table DI.
Method | Bias |
MSE |
||||
---|---|---|---|---|---|---|
β0 | β1 | β2 | β0 | β1 | β2 | |
Total sample size N = 1000 × 3 × 5 (equal sample size) = 15000 | ||||||
Weighted mean (Mean) | 0.0023 | 0.0005 | −0.0005 | 0.2126 | 0.0026 | 0.0068 |
Median | −0.0055 | −0.0016 | 0.0007 | 0.3792 | 0.0099 | 0.0183 |
Minimum | 0.0219 | 0.0075 | −0.0036 | 0.5250 | 0.0140 | 0.0266 |
Maximum | −0.0428 | −0.0084 | 0.0083 | 0.8344 | 0.0214 | 0.0399 |
Total sample size N = 100 × 3 × 5 (equal sample size) = 1500 | ||||||
Weighted mean (Mean) | 0.1066 | 0.0107 | −0.0272 | 2.8586 | 0.0708 | 0.1509 |
Median | 0.1781 | 0.0286 | −0.0433 | 4.2857 | 0.1156 | 0.2228 |
Minimum | −0.2240 | −0.0181 | 0.0502 | 5.4686 | 0.1158 | 0.2820 |
Maximum | −0.1285 | −0.0037 | −0.0373 | 11.4781 | 0.3338 | 0.5221 |