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Review of the normal quantile plots showed that one study [ 46] substantially deviated from normality.
A normal quantile plot (QQ plot) in which the percentiles of the logarithms of H/L peptide ratios are plotted against the percentiles from a normal distribution revealed that the distribution of peptide ratios was deviated from normality and had long tails at both ends.
No variables deviated from normality, as the values for both skewness and kurtosis fell within an acceptable range of −2 to 2. Pearson's correlations between the variables ranged from.56 to.84, indicating that multicollinearity was not a problem.
The original cholesterol measures deviated from normality and had outliers.
Since data deviated from normality, we applied non-parametric tests for the comparisons.
Quantitative values were tested for normality with Shapiro-Wilk test and all the analyzed variables deviated from normality.
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And here's the problem: he is a normal human, a normal human who deviates from normality in exactly two ways: i. he wants to be a Tory councillor ii. he is an Oscar Pistorius goofer.
For traits deviating from normality, we conducted the rank-based inverse normal transformations (INTs) using SAS ahead of association tests [ 64].
Where data for a particular factor was found to deviate from normality it was transformed to fit a normal distribution using a Johnson transformation selected using a p-value of 0.05.
But that leaves people in a state of confusion as to how much they deviate from normality, and with a sense of mystery about each other".
A quick check of the residuals for model fit shows that residuals from a fitted mode approximate the random errors and the distribution does not deviate from normality (Fig. 1, top left).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com