TABLE 1. Fit and plausibility of maximum likelihood and Bayesian estimators of logistic parameters, by quartiles of 1980 sample size.
Quartile |
||||
---|---|---|---|---|
I | II | III | IV | |
Sample size | ||||
No. of microregions | 126 | 125 | 125 | 126 |
Minimum sample size | 157 | 3,805 | 7,133 | 12,737 |
Maximum sample size | 3,804 | 7,132 | 12,736 | 663,455 |
Root mean squared fitting error | ||||
Maximum likelihood | .13 | .08 | .07 | .05 |
Bayesian | .27 | .17 | .13 | .10 |
No. of regions with implausible parameters | ||||
Maximum likelihood | 46 | 34 | 25 | 40 |
Bayesian | 0 | 0 | 0 | 6 |