Table 2.
Model | AICa | β (slope) | Source |
---|---|---|---|
Fixed common intercept, fixed common slope | 586.6 586.5 579.9 |
0.47 0.47 0.43 |
Our results NIOSH-NCIb using our imputed values |
Fixed mine-specific intercepts, fixed common slope | 519.4 510.0 |
0.44 0.40 |
Our results using our imputed values |
Fixed mine-specific intercepts, random mine specific slopes | 522.7 516.8c 512.6 |
Our results NIOSH-NCI using our imputed values |
|
Fixed mine-specific intercepts, random common slope | 524.2 516.8c 514.9 |
0.43 0.58d 0.39 |
Our results NIOSH-NCI using our imputed values |
Measure of model fit (smaller indicates better fit). Our estimates of AIC and slope come from the maximum likelihood fitting alternative in the MIXED Procedure (SAS).
These results are from a model that is only described by NIOSH/NCI as the “regression model” but we assume from the similarity of results that they are referring to this model.
It is not clear to us whether this AIC was calculated using a common random slope or mine-specific random slopes.
It is not clear to us whether this slope was calculated using this model (preferred approach) or represents an average of mine-specific random slopes (not preferred).