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A Q-Q plot produces a graph of quantiles of the variable against quantiles of the normal distribution, allowing the visual identification of marked departures of a distribution from normality.
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The M-statistic is a global unfocused test, meaning it is only concerned with departures of the spatial distribution of cases from the distribution of controls, without determining the location of any (possibly multiple) clusters or other differences.
However, along the rest of the sequences of the genes, the distribution of motifs was homogeneous, according to a Kolmogorov-Smirnov test for departures of the uniform distribution (p = 0.09; n. s).. Thus, the motifs by themselves cannot explain the preference of the DCC to bind the 3' ends of the genes.
The Anderson-Darling test has good power and is especially effective at detecting departure from normality in the high and low values of a distribution.
We show evidence of a departure of the distribution of VLF noise amplitudes in the high-resolution time series produced for the model from the lognormal form assumed by many authors and in the design of the present instrument.
The problem addressed in this study was that of measuring departures of the joint distribution of genetic variables from independence.
We studied departures of the joint distribution of sets of genetic variables from independence.
The problem addressed here is that of measuring departures of the joint distribution of sets of genetic variables from stochastic independence.
Therefore neutrality tests based on the departures of allele frequency distribution from neutral expectations, such as the Ewens-Watterson test, may not be well suited to infer balancing selection on MHC genes.
Genotype frequencies and departures of genotype distributions from the Hardy-Weinberg equilibrium for each SNP were analyzed using the chi-square test or Fisher's exact test.
To evaluate if the abundance of small P-values from regulatory SNPs involved in cancer-related pathways was statistically significant as a whole, we also assessed the departure of the distribution of the trend test statistics from the null distribution, assuming that none of the SNPs was associated with ER-negative breast cancer as an outcome.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com