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Day-to-day as well as experimenter-dependent variances were shown to contribute strongly to the variance, while dye and culturing had a relatively modest contribution to the variance.
Our results show that the uncertainty of volumetric flux through the source is the most relevant contribution to the variance of the plume length.
A newly-revised methodology is used in which factor interactions are formally quantified and the magnitude of their contribution to the variance is compared to the main-factor effects.
This method includes two steps: a screening step that ranks all model parameters by their importance on model output in order to select the potentially important parameters and a second step that aims to quantify the contribution to the variance of model output by each of the pre-selected parameters and by their interactions.
Previous studies have demonstrated a genetic contribution to the variance of the iCNV amplitude and habituation in migraine [13, 44].
If two variables were significantly alike, their contribution to the variance in the dependent variable becomes impossible to determine.
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Using ANOVA, day-to-day as well as experimenter-dependent variances were found to contribute strongly to the variance, while dye and culturing contributions to the variance were relatively modest.
SN latency, P3 latency, and the size of the anterior N2 made independent contributions to the variance of EC.
After adjusting for relevant covariates, we find that the school-level and neighborhood-level contributions to the variance are modest compared with the network community-level (σ2school = 0.069, σ2neighborhood = 0.144, σ2network = 0.463).
We finally remark that our implementations are also able to identify dominant parameter contributions to the variance when varying parameters [28].
A novel approach we use, crucial to our ability to extract results presented here, is the separation of the contributions to the variance from the fluctuating part of an FD (FFD), and the non-fluctuaing part (NFFD).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com