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Recall that our aim is to construct PIs based on conditional quantiles as given in (2).
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One found a lower recall rate based on conditional recall.
The simulation process is also based on conditional probability theory.
The first one, represented by the blue lines in Figure 1, relies on conditional quantiles fitted by linear quantile regression.
We base inference on quantiles of resampling distributions, and derive confidence regions and ellipsoids based on these quantiles.
The method is based on the quantiles of genuine and impostor matching score distributions.
Based on the quantiles of the simulated data of 10,000 loci, 58.92% (p-value = 0.0021) and 57.14% (p-value = 0.0001) of TRPV6 SNPs are above the 95th and 99th quantile respectively.
The p values reported are the simulated SigClust p values based on Gaussian quantiles.
**** The Confidence interval was calculated based on the quantiles from the t-distribution with 2 J-1) degrees of freedom instead of quantiles from the standard normal distribution.
The allergy levels were based on the quantiles of the two measurements (See Additional file 1: Table S1).
In conditional reasoning the reasoner must draw a conclusion based on a conditional, or "if…then," proposition.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com