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Oversampling the less frequent outcomes changes the prior distribution of the response and gives such cases more weight.
In contrast, a focus on outcomes changes the nature of the conversation, allowing group members to see possibilities where before they saw only obstacles.
We conducted a sensitivity analysis to explore the impact of variation in clean energy rates and fuel sales on outcomes changes.
Moving forward, future applications of spatial scan statistics on trauma outcomes would benefit from stratifying outcomes by injury grade (e.g. ISS 0 – 8, 9 – 15, > 15) or mechanism to identify whether geographic clustering of outcomes changes by severity or mechanism.
To assess the incremental validity of Grit after controlling for the Big Five we compare nested specifications checking whether Perseverance of effort and Consistency of interest explain incremental variance and whether the relationship of Big Five traits with the outcomes changes after adjusting for Grit subscales.
Though these risk factors are not uniformly distributed across any population and may partially explain the etiology of U.S. based disparities in asthma outcomes, changes in individual risk factors are incapable of fully explaining the disproportionate rise of asthma in certain U.S. groups.
Similar(29)
As long as a more thoughtful, more measured style of medicine keeps improving outcomes, change should be easy to cheer for.
Outcomes change with a broader perspective.
Outcomes: change in Children Depression Inventory (CDI) scores.
Evaluators estimated the impacts by comparing how outcomes changed within Talent Development schools (before and after implementation) with how outcomes changed in traditional schools.
If you don't like your outcomes, change your responses!
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com