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The validation and comparison process is performed through statistical means to examine how well the estimation of the models fits the reality.
The Langmuir, Freundlich and D R adsorption isotherm models fits the experimental data (at higher temperatures) better than Temkin isotherm model.
At both KMH and TSU, there is reasonable, but variable, agreement between the data and both models, and from the visual comparison, a general statement which of the models fits the data better is not possible.
In addition to demonstrating which of these three models fits the data better, it is also necessary that these models provide a reasonable description of the data themselves.
A fourth model (4) was fitted for the purpose of assessing whether the first two models fits the data well when compared to the traditional ones.
The likelihood ratio tests assess whether the alternative models fits the data better than the null model and is known to be conservative in simulation tests.
Similar(53)
The models fitted the experimental data remarkably well.
Again, most configural MI models fitted the data reasonably well.
Thus, most configural MI models fitted the data reasonably well.
All models fit the data well.
The exponential relaxed-clock model fitted the ITS nrDNA data best whereas the Yule and birth-death models fitted the data equally well.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com