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The exploratory variables include heart rate variability.
Exploratory Variables.
Pre-specified exploratory variables included age, gender, smoking status, diabetes and season.
In essence, it tests whether the selected exploratory variables are useful in predicting the response variable.
However, R2 improves as exploratory variables are being added to the model, which might lead to artificially inflated R2 values.
The F-statistic tests the hypothesis that the coefficients that associate the exploratory variables to the response variable are zero.
We then apply multiple linear regression using the PCs derived in the previous step as exploratory variables and the signature effectiveness as response variable.
Exploratory variables include 38 potential determinants and these determinants are divided into two categories (biophysical and socioeconomic) at two levels (pixel and village).
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Timing of access to secondary healthcare services for diabetes management is the exploratory variable.
The exploratory variable in each case is the risk determined by the logistic equation.
The effect of each exploratory variable in the model and its significance was studied.
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