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In order to see how the effect size affects the performance of the methods for association analysis, we vary the effect size and show the ROC curves in Figure 4, for the threshold ρ = 0.1 of the phenotype correlation network and sample size N = 100.
We therefore vary the effect strength by changing the parameters a and b in Eqs. 7, 8 within one order of magnitude and estimate the power for each feature not only as a function of sample size but also of effect strength (relative to our baseline scenarios used in Fig. 4).
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Movements in the sagittal plane were performed during three sessions combining different initial positions, amplitudes and directions of movements to vary the effects of the gravitational torques applied to the robotic arm.
We varied the effect size by varying sigma because for a fixed β, the effect size of the true predictor (and thus the probability of selecting a true predictor) is dependent on the amount of noise.
The loss of Phe was determined under conditions where both [Phe]o (11 - 286 μM) and pyrite loading (25 - 100 g/L) were varied (the effect of pyrite loading will be addressed later in this section).
We fixed the effects of the two confirmed SNPs as 0.3 and 0.2 standard deviation of residuals (SD) and varied the effect of the candidate SNP from 0.04 to 0.2 SD.
The timing of vinclozolin exposure also varies the effect on male reproductive tract development in rodents.
While keeping the proportion of non-differentially expressed genes fixed at 0.8, we varied the effect size distribution.
Published estimates for clumped isotope fractionations vary, and the effect of different carbonate mineralogies is still under debate.
The levels and boss fights use scaling and screen rotation special effects to vary the gameplay.
Color values are sharply varied by the effect of vehicle headlights.
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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