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Second, linear regression was used to impute missing data on baseline BMI and HbA1c levels using all descriptive variables included in the primary analysis.
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We performed PC analysis using as descriptive variables 52 probe-sets from our hypoxia cluster that were common to all datasets (Table 1).
The SAS procedure LOGISTIC was run for the logistic regression model using categorical descriptive variables with 'yes' as event for the output variable.
χ-Test and Fisher's exact test were used for descriptive variables, and Wilcoxon Mann–Whitney approach was used for continuous variables.
Stepwise regression and principal components analysis have long been used to select descriptive variables for relating runoff to climate and watershed descriptors.
Holding time during the high load INF test was used as a descriptive variable.
You use one (or more) descriptive variables to generate a line that predicts your target variable.
Descriptions were made using means and SD, differences among descriptive variables were assessed using Student t-tests for independent variables.
Data analysis was done by using SPSS statistical software for descriptive variables.
Using descriptive statistics, continuous variables were presented as mean ± SD and categorical data as frequency.
Answers from the survey were analyzed quantitatively using single variable descriptive statistics and frequency analysis.
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