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Immunohistochemical data were highly positively skewed and were analyzed by generalized linear regression after log10 transformation, fitting a γ distribution to residual errors.
where f QLCP ( T, δ ) is the transformation fitting criterion described in Section 4.4 and ν is a positive constant.
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The square-root transformation fits curves that attenuate at high exposures and was chosen to represent the class of polynomial models.
All images were registered to a common atlas using an affine transformation fitted with in-house software, and all subsequent calculations and comparisons were performed in the atlas space.
To statistically test whether natural log BPb transformation fit the data significantly better than a linear BPb specification, we used the J-test to compare the two specifications of lead at the third trimester of pregnancy on FSIQ in the full model (Table 3, model A).
In other words, the lessons have kids combine visual perception and action in the service of understanding 2D to 3D transformations, fitting well in standard conceptions of embodied learning (Barsalou, 2008, 2010).
Because the distribution on the variable is skewed, which could cause problems of heteroscedasticity and non-linearity, we apply a log transformation when fitting the ordinary least squares (OLS) regression model.
Each participant's 3D structural image (coregistered to the functional data) was transformed, via a 12-parameter affine transformation, to fit it to a Talairach template (i.e., the Colin-brain template), and then the t-value matrix was transformed to Talairach space based on structural image transformation parameters.
His father remarked, reflecting on John's religious transformation, "Islam fit him.
The transformation was fit for a fairy tale: the lamb had been led to slaughter (cue Madonna's "Like a Virgin") and escaped in triumph (crank the Material Girl's "Bye Bye Baby").
Therefore, it will be possible to determine which correspondences give rise to the Euclidean transformation which fits best and to base the stopping criterion on their validation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com