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The methods employing an initial data transformation are shown to provide potentially more efficient estimates in heavy-tailed data (Manning and Mullahy, 2001; O'Hagan and Stevens, 2003), but can perform badly if an inappropriate transformation is used (Briggs et al., 2005).
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Unlike the probabilities Z and G, K is defined for values greater than 1, making the logistic transformation inappropriate.
Therefore, a linear (summative) transformation was inappropriate for the data.
They may be a consequence of inappropriate epigenetic change during transformation.
However, for the temperature data, this transformation was inappropriate, and the non-homogeneity of variances could not be resolved.
The number of hours of infant crying is a count variable and therefore it is inappropriate to apply a transformation to it [ 40].
Furthermore, for genes whose expression levels change dramatically between experimental groups, the apriori log transformation may be inappropriate in the group with low expression levels.
Hypomethylation of long interspersed nuclear element 1 (LINE-1 or L1) sequences occurs at a very early stage of malignant transformation, resulting in inappropriate expressions of L1 retrotransposons [ 3, 4].
Finally, our model assumes a stable relationship between acreage and the explanatory variables, which might be inappropriate for countries experiencing large transformations.
The most common mutations of these genes are found in codons 12, 13 and 61, which lead to a constitutively active ras protein, and subsequently to an inappropriate increase in proliferation and malignant transformation [ 1].
The three level architecture that encouraged program-data independence based on series of transformations among layers seems inappropriate to fulfill performance requirements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com