Table 2.
Simulation results - estimates of linear predictors and measures of error for varying sample size (valid simulations)
n | τ0 | τ1 | θ0 | θ1 | θ2 | θ3 | β | |
---|---|---|---|---|---|---|---|---|
Asymptotic value | Sample size | −1.500 | 2.000 | 2.197 | 0.847 | −0.847 | −2.197 | 2.000 |
Sample Mean | 50 | −3.313 | 3.920 | 2.631 | 0.529 | −1.123 | −2.532 | 2.301 |
100 | −2.600 | 3.276 | 2.554 | 0.640 | −1.015 | −2.382 | 2.153 | |
200 | −2.012 | 2.608 | 2.535 | 0.701 | −0.948 | −2.299 | 2.101 | |
500 | −1.761 | 2.307 | 2.502 | 0.744 | −0.916 | −2.259 | 2.059 | |
Sample Std. Dev. | 50 | 4.834 | 6.108 | 2.514 | 0.818 | 0.721 | 0.863 | 1.465 |
100 | 3.028 | 3.390 | 2.141 | 0.645 | 0.507 | 0.591 | 1.017 | |
200 | 1.077 | 1.277 | 1.885 | 0.528 | 0.358 | 0.395 | 0.652 | |
500 | 0.582 | 0.706 | 1.629 | 0.397 | 0.245 | 0.260 | 0.424 | |
Info Std. Dev | 50 | 2.959 | 3.509 | 7.161 | 1.001 | 0.758 | 0.853 | 1.396 |
100 | 1.729 | 2.056 | 5.031 | 0.755 | 0.527 | 0.582 | 0.961 | |
200 | 0.997 | 1.226 | 3.791 | 0.596 | 0.383 | 0.412 | 0.665 | |
500 | 0.600 | 0.741 | 2.643 | 0.434 | 0.258 | 0.267 | 0.416 |
Legend: definition of statistics included in the Appendix