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Nomograms are statistical models that combine variables to obtain the most accurate and reliable prediction for a particular risk.
Through a Madrid smartphone-based survey, factor analysis is used to linearly combine variables into the 3D's and accessibility dimensions of the built environment.
Fifth, the design of this meta-analysis only allowed separate assessments of weight-adjusted pooled odds ratios for a single variable at different follow-up timepoints, but did not allow us to combine variables for analyses.
FA and PCA have been widely used to expose variable redundancy and combine variables into single factors (Wilcke et al. 1998; Chen et al. 1999; Kumru and Bakac 2003; Navas and Machin 2002; Bretzel and Calderisi 2006).
Despite progress identifying risk factors, limited research has examined how to combine variables into an optimized post-earthquake PTSD prediction tool that could be used to triage survivors to mental health services.
Different approaches have been already tested to combine variables [ 11, 12].
Similar(45)
Machine learning tools are automated approaches which combine variable selection and regression analysis [2].
Stability selection is a general framework to combine variable selection methods such as penalized regression models with subsampling strategies.
This is necessary because the random walk tends to combine variable regions separated by a relatively small conserved region.
Because a large number of variables were derived from combination of individual variables and because each of these combined variables were regarded as one individual variable in analysis, to make the complexity more legible, combined variable A and variable B were expressed as a variable A + B and so on.
These methods were used on variables from each technology and all combined variables from both technologies.
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