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The result: more intensive monitoring of markets, cancellation of contracts and suspension of distributions as needed.
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Variables with non-linear distributions were log-transformed to ensure linearity, as needed.
as needed.
Since the mean of a gamma distribution is equal to kθ, the θ parameter of each gamma distribution was changed as needed to attain the desired distribution mean (see Table 1 for values of mean protein levels).
As a practical matter, background distributions for are pre-calculated for all cluster sizes less than or equal to the maximum size represented in the initial seed clusters, and additional background distributions are calculated as needed during program execution.
In the present version the models are not directly suitable to estimate exposures to acidic aerosols; however, in combination with limited aerosol measurements, the model predictions can be used to provide information on the spatial and temporal distribution of acidic aerosols as needed for exposure assessment.
Values in the data sets less than 500 or greater than 5500 were discarded since the 2- through 6-component models were meant to mimic a birthweight distribution; new values were drawn as needed to complete the data sets.
While robustness of logistic regression procedures when the independent variable is drawn from a single univariate normal distribution is well documented (e.g., see [55]), the extension to logistic regression procedures when the independent variable is drawn from a mixture of distributions, as is the situation with CNPs, needs further investigation.
The second half of Fig. 4 uses these distributions to generate individual agents as many as needed.
Before statistical analyses, pesticide values were log-transformed as needed to normalize their distributions.
Logarithmic or square-root transformations were applied as needed to ensure normal distribution of the variables.
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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