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Linear modeling of mean transcript counts from F1 plants as a function of mean parent transcript levels was performed in R. Examination of residuals and leverage estimates for this model led us to remove 3 contigs with values of Cook's D exceeding 1. Refitting the model without these points did not significantly alter the parameter estimates for the model.
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The result was an aggregate leverage estimated at nine times or more.
Even if such a complex TP model is correctly specified, uncertainty in parameters can have a very high leverage on estimates of low-dose response, so what one gains from introducing more biological realism through the modeling will likely be lost in a sea of statistical uncertainty (Crump et al. 2010).
In Sections 3.2 and 3.3, we have presented the analytical approaches we can leverage to estimate the achievable performance int terms of data loss rate and packet delay.
The estimation and prediction framework offers a template for using data from multiple cases to estimate both case-specific and industry-wide parameters of project models, and for leveraging those estimates for project planning.
It is the mathematical shape of the curve that provides the leverage for estimating the black line between 10%and48%8%, and that is thin gruel indeed.
This may result in a negative relationship between leverage ratios and estimated marginal tax rates even if high taxes encourage companies to use debt as a financing instrument.
The ability of PBPK models to extrapolate knowledge between systems is highly advantageous within the field of pediatric drug development where PK data from adults may be leveraged to provide estimates of PK alterations in children.
For the analytical methods, both linear and nonlinear estimates of leverage are used to calculate Cook's distance, which is used to rank influential data.
In addition, QReg was assessed using robust multivariate location and scale estimates for leverage point detection [ 26].
Tshrink+ leverages only the variance estimates from external datasets to improve the variance estimation in the study of interest.
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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