Your English writing platform
Free sign upSuggestions(1)
Similar(60)
The 'mlmv option' in STATA version13 was used, which retains variables rather than using listwise deletion.
At this point, the retained variables could be considered the most reliable for predicting the dependent variable.
We then used stepwise backward elimination, retaining variables with a p value <0.2, to select the optimal model.
Finally, the retained variables are given as input to the learned SVM classifier that assures efficiency both in terms of accuracy and computational load.
The final set of retained variables contains those proven reliable predictors at least (m%) of the time (m may be set as 70%).
During modeling, we retained variables with statistical significance of p<0.05, using odds ratio, with minimization of the AIC criterion.
The final models for A2 and B2 scenarios explained 59.1% and 59.2% of the total deviance, respectively, and retained variables of the four factors (see Table 3).
We tested for interactions between retained variables and found none.
Multivariate logistic regression analyses were performed using all retained variables.
Criterion for retaining variables in the model was set at p value of 0.10.
Again, final models were determined using backward selection, retaining variables with a P-value of ⩽0.2.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com