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Both the Freundlich and Langmuir models fitted best to the equilibrium isotherm data suggesting physisorption as well as chemisorption mechanisms governing the glyphosate adsorption.
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Instead we show only those plots that we feel are of most interest, usually corresponding to those where the models fit best and worst.
Intense debate continues regarding which models fit best, how goodness-of-fit is measured and how to interpret successful or failed fits [2].
The Langmuir model yielded the best fit for the SH-ePMO, whereas the Freundlich model fitted best the adsorption on TP-214.
The Langmuir isotherm model fitted best among the three isotherm models, indicating the maximum adsorption takes up at 25 °C.
The hyperbolic model fitted best to the relationship between Aβ42 and F-flutemetamol SUVRcomp.
The linear range was determined, when the linear model fitted best.
Deviance statistics from Table 1 suggested that the age cohort model fitted better for keratinising tumours, whereas the age period model fitted best for the unknown type tumours, but the differences were small.
The exponential model fitted best the data of the INTRA group, however it did not fit well the data of the CA (without the Mycoplasma species, see Methods) and EXTRA groups (results not shown).
In order to decide which model fits best, the final deviance can be taken into account.
It is dependent on the concrete setting, the content to be learned, which pedagogical model fits best.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com