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Underfitted models also suffer from low predictive power because these models exclude important information.
In other words, these models exclude the possibility that interfering links can be active simultaneously and still realize their capacity partially.
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Since the Yungas is a tropical forest-highland transitional zone, we also rerun these models excluding this province from the "tropical lowland" distribution and including it as part of the "Andean" distribution.
We also tested the models excluding insignificant independent variables.
We also examine whether poor households are able to equally reap the benefits of CFWShop proximity since the argument is often made that private sector healthcare delivery models exclude these households.
We modeled the odds of developing any GU condition among all sons and compared these estimates with models excluding the 71 sons who were born after the exposure period but before their mothers' PBB levels were measured.
We re-ran the model excluding these and there was only negligible difference in the effect size of explanatory variables.
However, such overadjustment had no substantial impact on the modeled HRs and CIs for coal-related variables compared with models excluding these variables.
Next, we fitted the same models excluding these individuals.
Thus, the final regression models excluded these interaction terms.
When the latter were detected, we fit new models excluding these observations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com