Sentence examples for based on weighted regression from inspiring English sources
The fixed effects approach [ 39] is based on weighted regression with the weight being the number of patients in each VISN as fraction of the total population.
Publication bias was tested using a funnel plot and Egger's test based on weighted regression [ 11].
Using a widespread statistical analysis, based on weighted linear regressions with an outlier detection/rejection module at 95% of confidence level, the prediction performance of the mathematical model was again assessed.
The correlation coefficient between the onset age and the Ka/Ks ratio is positive with P-value of 0.02 based on weighted least squares regression [ 26]. (Weighted least square is used here since different age groups contain unequal number of genes with non-constant variances, by introducing weight to the regression, such effects can be reduced).
We used weighted Kaplan-Meier estimates to describe time to loss to follow up and Cox regression models based on weighted and unweighted data to explore factors associated with loss to follow up and true LTF.
In this paper, we propose a two-round support vector regression (SVR) method based on weighted degree (WD) kernels to overcome this bottleneck.
In this paper, we have proposed a novel two-round support vector regression method that is based on weighted degree kernels with shifts and mismatches, with the first round focusing on feature selection and the second round focusing on regression.
However, the simple diagnostic test methods are based on weighted proportions (sensitivity, specificity), relative risks (likelihood ratios), odds ratios and regression (SROC, meta-regression).
