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In some cases (e.g. INRA111, group = breed), fitting age appreciably raises the P-value, perhaps suggesting that genotype was to some extent picking up an effect due to a correlation between breed and age.
Thus, the models all fitted appreciably better with the extra degrees of freedom, implying that the individual subject curves also have the same underlying shape.
Elsewhere, fitting age sometimes appreciably lowers the P-value, in several cases suggesting a hit that is not seen when age is not fitted.
Few of these fish were retained by the normal cod-end, either with or without the square-mesh panel, suggesting that fitting the square mesh panel did not appreciably improve the selectivity of the cod-end design used in these trials.
This model, however, fit the data appreciably less well by Akaike's information criterion.
As seen in Figure 2, increasing the number of rate categories above three does not appreciably improve model fit.
We find that beyond 5 vertices, the RMS error does not decrease significantly: Shapes with 6 or more vertices do not improve the closeness of fit appreciably.
This model was then run on the full database study dataset, where model fit was slightly better (χ = 5,453.2, df = 1,514, P < 0.001, RMSEA = 0.05, CFI = 0.88, and SRMR = 0.05), although eliminating the cross-loading did not make the fit appreciably worse (χ = 5,531.5, df = 1,515, P < 0.001, RMSEA = 0.05, CFI = 0.88, and SRMR = 0.05).
Monte Carlo simulation of the fitted model suggests that screening once every 5 years is not appreciably better than not screening at all, with no clinically significant differences in the tumour size distribution.
To check whether simplifying the model in this way resulted in an appreciably poorer fit, we compared the Weibull and third order complementary log-log distributions when fitted to the data for samples with detectable diclofenac levels from each of the three surveys.
These armoured infant-carriers are a ball-ache to manoeuvre, you can't fit one on a bus without skinning the shins of the front-seat occupants, and they're not even appreciably more comfortable for babies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com