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The measure of an average year of schooling in the fourth model specification did not come out significant.
In addition, dropping groups of covariates from the model specification did not materially alter the results, with one exception.
The sensitivity analysis to explore the effects of model specification did not show a material difference in results obtained when using different values of second-stage variance or varying factors defining the predicted values (data not shown).
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If, for example, a model specification does not provide information about the intended modelling framework (like discrete and continuous) the specification of the formal system is incomplete (see [ 11]).
Alternative model specifications did not alter the results (web table S2).
Even though these are positive and highly significant in all models, the specification does not confirm, in either of them, any evidence in favor of the validity of the moment conditions chosen.
This specification did not reveal any statistically significant associations with blood lead (at any age) in cross-sectional models (data not shown).
However, in light of the fact that the DD estimator is not statistically significant in the other model specifications, the results of the New Jersey specification do not provide compelling support for the rejection of our null hypothesis.
COMPAS is a proprietary algorithm and its publisher has declined to release the exact model specification; however, we do know that it is based on a questionnaire that includes criminal history as well as a set of behavioral questions.
Given the sensitivity of model findings to changes in model specification, the results do not provide support for the belief that opt-out policy improves access to outpatient surgical care, and may even reduce access to outpatient surgical care (among freestanding facilities).
Only informative pairs (where it is possible to determine which person suffered the first event) are used: This introduces some sensitivity to censoring (25), which we ignore because currently available solutions either assume correct model specification (25) or do not accommodate censoring by the end of follow-up (26).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com