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Lastly, potential interactions between parameter estimates for transformation and for linear and/or random effects remains unclear, and, interpretation for the transformed data analysis, as always, remains a challenge that warrants further research.
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Because tests of natural log-transformed data indicated they were consistent with normality, we transformed data before analysis when appropriate.
Comparisons of the plasma values between the groups were made using one-way ANOVA with Tukey post hoc test on logarithmically transformed data with covariate analysis of the baseline characteristics.
If no PTHLH expression signal could be detected by the qRT-PCR, we subjected half of the signal value of the minimally expressed tumor to log-transformed data analysis.
However, the results of analysis using transformed data did not differ from the original analysis and therefore results using the original S-PBQ scores are presented for ease of interpretation.
The final step involves reprocessing the Haar-Fisz transformed data using the multiresolution analysis function (MRA).
Using secondary structure information we converted the original sequence data into twenty-eight symbol codes and submitted the transformed data to maximum parsimony analysis.
As we detected considerable skew in continuous outcomes, we log transformed data for the primary analysis.
All analyses were performed on logarithmically transformed data using the Statistical Analysis System package, version 9.1 (SAS Institute Inc ,Cary, NC, USA).
The relationship of K n /K s and the mobile elements density was analyzed using three approaches: the Kendall rank correlation which is robust to the nonlinearity of a relationship; the ordinal linear regression for loge transformed data; and the regression analysis which takes into account possible non-independence of data.
The transformed data were used for regression analysis.
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