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PCA uses the training data to learn a subspace that accounts for as much variability in the training data as possible.
As he pointed out, "there is as much variability among the IVR practitioners as there would be among the live telephone operators" on methodology, including some of the other more arcane aspects of methodology that I haven't referenced.
PCA is a popular dimensionality reduction method that allows one to reduce the number of variables of the input dataset X (given in terms of d), at the same time keeping as much variability in the data as possible.
Finally, the residual variability (within patient and infusion) had an estimated coefficient of variation of 21%, indicating that there is as much variability remaining even after all other sources have been accounted for as there is due to the circadian pattern.
These components recover as much variability in the data as possible and account for near total variance of the data.
An 85%% sample was for the purposes of generating as much variability as possible while maintaining the original spatial pattern.
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This allowed the discovery of as much genetic variability as possible even within the same species from different countries.
The estimated calibration coefficient for nearest ambient monitor concentrations as the exposure metric was lower (0.31 (95% CI 0.14, 0.47) compared to 0.54 (95% CI 0.42, 0.65) for outdoor model concentrations), reflecting the fact that nearest monitor concentrations do not account for as much spatial variability in ambient concentrations as the outdoor home model predictions.
The variation in genetic mutations across the tumour volume also contributes to its heterogeneity; it has previously been shown that there is as much inter-patient variability as there is intra-patient variability when considering the genetic mutations in biopsies of many tumour types [35].
Although most models show a greater variability in daily streamflow than the observations, the models with the greatest variability (as much as double the observed variability), produce most of their runoff through fast response, surface runoff mechanisms.
Indeed, there was just as much (or more) variability in these measures over time as there was variability in pain.
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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