Comparing different kinds of models based on single parameter estimates as done in maximum-likelihood approaches is thus very critical.
Among the six articles presenting systems for decision-making based on single parameter data in the context of specific diseases, the 'Home Automated Telemanagement system' (HAT) described by Finkelstein et al. [ 17] provides a good example.
The sensitivity analyses at the end of the Results section shows that the planning of intervention strategies must not only be based on single parameter values, but must also address their variability.
The CD algorithm is based on single-parameter updating strategy to minimize the objective function coordinate-by-coordinate.
Although an interim PET/CT response based on single-parameter assessment could increase the predictive power for clinical outcomes, it was unable to distinguish the outcomes in the good and poor response groups, particularly in patients with grade 3 or higher or those with less than the optimal cutoff of ΔSUVmax or ΔMTV2.5.
Five Open Source automated landform classification algorithms and a support vector machine classifier based on single terrain parameters are investigated with regard to their ability to replicate topographic position, at two different scales, as described by surveyors for soil profile sites in the Alpine environment of South Tyrol.
The analysis of ROC curves further validated that the combination of ODI4A and ODI2 achieved better diagnostic performance, especially for the diagnosis of severe OSA patients, than the predictors based on single ODI parameters.
While classical model selection approaches using statistics such as the AIC or likelihood ratio tests are based on single best parameter estimates [ 16], the Bayes factor takes into account all possible parameters values and thus deals with model uncertainty and avoids overfitting issues [ 17, 18].
Accurate detection of jamming attacks based on single detection parameter is not too accurate [1].
Single and multiple regression analysis were used to predict stature based on single and multiple parameters, respectively.
