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To obviate poor power or sensitivity in significance testing to detect interactions that are substantively important, interactions with a p value lower than 0.15 were deemed to indicate substantive heterogeneity of effects that should be further investigated.
Substantively important changes to the causal parameter due to small changes in the magnitude of the hidden bias can lead to bounds being placed on the causal estimand.
This approach has its limits, however; it will not necessarily have sufficient power to identify substantively important impacts if such impacts are very small.
Although these networks share similar complex network topologies – they are scale-free, small-world, and modular – they are nonetheless different in substantively important ways.
Cognitive Skills enter Model 2 as significant predictors of the criterion, but the introduction of Educational Attainment reduces the magnitudes of the corresponding coefficients by about 25% on the logit scale, though they remain statistically significant and substantively important.
In all countries, they found that even with gender, years of experience and years of schooling in the model, the coefficient of Numeracy was statistically significant and substantively important.
Similar(39)
Any of the components (k) can be statistically assessed independently, combined as above (used in this paper), or weighted with coefficients (data not shown) such that one Sk is perceived as substantively more important for the desired event detection than another.
"But this legislation is too important, substantively and politically, for either party to let it fail".
Given his record, his departure would be important substantively as well as symbolically.
"Big" questions are those that have "large-scale outcomes that are regarded as substantively and normatively important by both specialists and nonspecialists" (Mahoney and Rueschemeyer 2003, p. 7).
Substantively, he thinks the important issue on infrastructure isn't more, but better; he doesn't see why it takes so long to get things done in America, he thinks dollars are allocated inefficiently, and he wouldn't link infrastructure spending to unemployment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com