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On an individual basis, for both 1-cycle and 2-cycle models, values of R2 were determined, along with the parameter β (the exponent determining the shape of the power function relating psychological to physical magnitude).
Although there is no formal "cut-off" value for VIF, values above 10 are usually taken to suggest strong inter-relatedness of the variables and in weaker models, values of above 2.5 may give cause for concern [ 35].
Sensitivity Analysis (SA) is defined as "a method to determine the robustness of an assessment by examining the extent to which results are affected by changes in methods, models, values of unmeasured variables, or assumptions" with the aim of identifying "results that are most dependent on questionable or unsupported assumptions" [ 2].
Sensitivity Analysis is defined as " a method to determine the robustness of an assessment by examining the extent to which results are affected by changes in methods, models, values of unmeasured variables or assumptions" with the aim of identifying "results that are most dependent on questionable or unsupported assumptions" [ 45].
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Moreover, model values of climate sensitivity inferred during transient warming are found to be consistent with energy budget observations1,2,3, indicating that the models are not overly sensitive.
In Fig. 2, it is possible to verify the present model values of R2.
The line in blue colour represents the real system values, and the line in red colour shows the model values of Gross Domestic Product.
IRI-2007 model values of hmF2, foF2, and M3000F2 were downloaded from the IRI2007 website: http://nssdc.gsfc.gov/space/model/models/iri.html.html
Differences between the model values of the two conditions were analyzed by paired two-tailed t tests.
The first term is the sum of squares of the difference between the measured (X) and model values of the training set elements by the SPCA model (ZP T ).
2) In the subsection headed "Up-regulating cytokinin degradation captures predicted effects of decreasing model values of T", the expression "similar to the model output".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com