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The attention is focused on the choice of the most fitting assumptions to recover complex 3D cross-sectional field distributions.
Irrespective of these issues, similarities between the unadjusted and adjusted models and robustness under different model fitting assumptions support the stability of estimates.
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Therefore, the current method did not require fitting assumption to obtain the scattering spectrum and was able to measure transmission of solution with higher lipid concentration.
The results thus should be interpreted with an understanding that the data does not fully conform to the ordinary model-fitting assumption.
Thus there is also a lack of similarities between approaches to quantify perfusion on CMR and PET techniques such as modeling assumptions, fitting methods and parameter constraints (Gerber, 2012).
Final model fitting and model assumptions were checked with graphical analyses [ 48].
Ignoring the model assumptions when fitting ordinary least square regression models, might lead to spatially correlated errors and consequently, invalid significance tests [20].
A comparison between the calculated and the Hall-effect-measured mobilities allowed us to establish, without using any ad hoc assumptions or fitting parameters, that the remote surface roughness is the most effective factor in controlling the transport properties of 2DEGs in nitride-based heterostructures at low temperature.
10.7554/eLife.09206.015 Figure 5. Verifications of the model assumptions and fitting of parameters.
Ignoring the model assumptions when fitting ordinary least square regression models, might lead to spatially correlated errors and consequently, invalid significance tests [ 20].
In particular, specific modeling assumptions and fitting procedures need to be carefully re-addressed and properly clarified before consideration for publication.
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CEO of Professional Science Editing for Scientists @ prosciediting.com