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The predicted probability of undiagnosed CKD for each participant was estimated using the relevant predictors for each model (Table 1 & Additional file 1: Table S1) [ 9, 10].
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Some of the variables in the prediction models themselves had a small amount of missing data; these values were also predicted in the imputation using the relevant significant neonatal predictors.
Each independent variable was first analysed in the univariate setting and then all variables with a p-value < 0.1 analysed together in a multivariate model using a stepwise model search to find the relevant predictors.
Owing to the imposed correlation structure, the relevant predictors of the second model are noticeably correlated.
The relevant predictors were set a priori.
The relevant predictors were chosen to be correlated each other.
Two groups of predictors (with size equal to 1% of total size of predictors) were "randomly" chosen as the relevant predictors, respectively, for Y1 and Y2.
Use the relevant Microsoft Office product methods.
The soft sensor's underlying model consists of an automated stepwise linear regression methodology to find the relevant predictor variables.
Noteworthy findings will be discussed by the relevant predictor category.
The main goal of this research is to investigate methods for estimating total AGB for a study area within the miombo ecoregion by using ecologically relevant predictor variables.
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