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However, according to AIC all other models are weak (zero values for Akaike weights) and should not be considered, a result that could not be attained using R 2 values alone.
They also concurred that the data on mouse models are weak, primarily due to their marginal/questionable significance (see detailed comments below).
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Here, as is often customary, the introduced models are weak-sense stationary (WSS) random processes [ 13– 15].
However, to date, the performance of fall risk models is weak compared with models estimating, for example, cardiovascular risk.
Each of these lasso models is weak in model selection as it suffers from the model selection inconsistency of the lasso.
Multicollinearity analysis showed that, with the exception of the correlation between admission diagnostic categories and length of ICU stay (0.47), all other correlations between the independent variables and coefficient estimates included in the regression models were weak (below 0.30).
In all regression models except for "Energy" and "Emotional Reaction", Durbin-Watson statistics were in an acceptable range between 1.6 ("Social Isolation") and 2.09 ("Sleep"), However the explanatory power of the regression models is weak: Only between 2% and 7% of the variation in the domains of HRQOL can be explained by age, gender and CDS.
Multicollinearity analysis showed that, with the exception of the correlation between admission diagnostic categories and length of ICU stay (0.47), all other correlations between the independent variables and coefficient estimates included in the five regression models were weak (below 0.30; data not shown).
Mean-field-based methods are only applicable when the correlations between the constituent parts of the system being modelled are weak.
However, the values of the kinetic parameters calculated from such modeling are weak, suggesting that the redox EE is still a simplification of the actual borohydride oxidation reaction pathway on gold in diluted sodium borohydride solutions.
12) The data on the CIA model are weak.
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Justyna Jupowicz-Kozak
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