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In addition to geometry transformation, extensive modifications and interpretations are required to make the complex transformed model ready for analysis.
The analytic version of the transformed model is only possible for the first class model.
The transformed model permitted some predictions for the real pore shapes.
For men, the transformed model significantly improved model fit relative to the untransformed model (Deviance Difference = 231.79, p-value < 0.001), the linear-quadratic model (Deviance Difference = 105.62, p-value < 0.001) and the categorical model (Deviance Difference = 81.63, p-value < 0.001).
Square root transformed; models adjusted for SHBG.
Square root transformed; models adjusted for total estradiol levels.
For UG workers, the results for all untransformed models with restricted exposure range were significant, and nearly all log transformed models were significant for 15-year lagged and unlagged REC with and without exclusions for tenure.
Open image in new window Fig. 1 Transform model for pre-drill pore pressure prediction (seismic interval velocity to pore pressure transforms) Open image in new window Fig. 2 Anticlines and synclines in and round Atharamura, Baramur, and Tulamura anticlines.
Such activities consist of, for instance, transforming models into code or comparing metamodels.
However, the estimated coefficients of the AR log-transformed model for five of the 16 countries are sometimes questionable (in terms of magnitudes and signs), suggesting that this model should be applied with caution, taking into account the particularities of the case examined.
The EC01 for the truncated data changed substantially for the linear model (from 0.040 to 0.020 ppm, a 50% decrease) but less for the log-transform model (from 0.0005 to 0.0006 ppm, a 20% increase) and for the two-piece model (from 0.0010 to 0.0011 ppm, a 10% increase); we observed no change for the linear-exponential model or the square-root model (data not shown).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com