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Trump is governing well below the optimal levels of recent successful first-year Presidents.
Availability of RTx for Poland is increasing, although still below the optimal levels reported by other European academic RTx centres.
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Smart planners push to set density limits as high as local residents will tolerate, which is basically always below the optimal level.
Since the entrepreneur cannot entirely capture the results of his effort, investment is below the optimal level and production effort is socially inefficient.
The findings indicate that all technical efficiency scores for all culture systems and species are below the optimal level (i.e. one).
If that is the case, the next challenge is to identify what part of the curve is reflected in our data: If observations from a department indicates a downward sloping relation between costs and quality, then an increase in quality would reduce costs, because the observed level of quality is below the optimal level.
To further investigate the effect of raising treatment level, we simulated the model when treatment is initially administered at 25% and 50% (below the optimal level).
Further simulations (Figure 5b) with a 78% initial treatment level indicate that reducing antiviral use, at any time during a pandemic, below the optimal level would increase the number of clinical infections (T/Tc>1), suggesting that antiviral therapy at the optimal constant level will be more effective in mitigating a pandemic, and preventing resistant outbreaks (Figure 6b).
Some fit indices were however below the optimal level suggesting a need for further development of the measurement model utilized.
While this outcome is positive, 80% adherence is below the optimal level for long-term viral suppression.
However, the Chi -square was statistically significant (Chi-square = 221.137 (17), p < 0.001) and the RMSEA (0.08) a bit below the optimal level of 0.05 indicating a mediocre fit.
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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