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For instance, multiple regression analysis may also show such properties, once the residuals (distance between observed and expected scores) are considered small enough to assume that the equation which builds the model fits equally well data from different populations (Hambleton, 2005).
This model fits equally as well over two diverse cohorts and over the four year follow-up period.
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No significant difference emerged between both models (ΔSBSχ [ 8] = 8.07, P = 0.43) and, hence, the more parsimonious constrained model was favored, indicating that the final model fitted equally well for boys and girls.
The test result rejected the null hypothesis that the two models fit equally well, which indicated that the model with interaction terms provides a better fit.
For the high-temperature (1750 K) combustion of char or petroleum coke, two of the models fitted equally well to the experiments on the oxidation of char-bound nitrogen.
However, because the P value was only slightly lower than 0.05 (p = .044), if the more restricted alpha level is adopted (even at 0.04), both models fit equally well.
The metric invariance model (model 1) fitted equally well, given that the ΔSB − χ 2 was non-significant, and the CFI and RMSEA differences did not exceed the reference values.
We have shown that in some cases, different models can fit equally well particular types of data while in other cases different models lead to different parameter estimates.
The model fits the observations equally well for both conditions, indicating that the assumed solar cycle independence is justified.
The identifiability problem means that there could be multiple sets of parameter values for which the model fits the data equally well.
More importantly, the generalized Gravel model fits the data almost equally well as the generalized Gazave model, which is significantly better than the exponential model (P-value ≪ 10 − 12 by χ 2 likelihood-ratio test; also see Table S3).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com