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The objective of this study is to evaluate the added influence of SPs on the bias correction, which is achieved by comparing the corrected distribution of future extreme rainfall with that using conventional quantile mapping.
The corrected distribution maps were exported to Adobe Photoshop for brightness/contrast manipulation.
The final sequence tag distributions were obtained by normalizing the GC corrected distribution by the baseline.
When we corrected the observed distributions of young adults, it was found that the corrected distribution also showed a reminiscence bump that was located in the same period as the reminiscence bump in the distribution of middle-aged adults.
The shape of the corrected distribution suggests that the majority (∼75%) of genes of the pan genome are found in either very few (≤3) or most (≥25) genomes, with a paucity of genes distributed in the mid range of the distribution.
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Our approach is based on iterative computation of the proportions of several types of oculomotor errors, the underlying probabilities for word-targeting, and corrected distributions of landing positions.
With the observations corrected, the distribution of residuals is much closer to a normal distribution than that of uncorrected ones.
A thousand such simulations were performed to obtain the corrected OR distribution.
This normalization corrected for distribution bias associated with the heterogeneity of morphodynamic behavior among cells.
In cases where the data were non-normal, a log-transformation was applied which corrected the distribution.
Overall, the parametric methods outperform the nonparametric bootstrap for small sample sizes when the distributional assumptions are met (i.e. the correct distribution is fit to the data it was simulated from), but both perform as desired for larger samples.
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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