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Prior to undertaking ssGSEA, principal component analysis (PCA) of transcriptional data was performed using custom R scripts.
Prior to undertaking a log-linear regression, we used principal component analysis (PCA) to explore how distance influences herbaceous and woody species composition distribution at the piospheres.
Prior to undertaking estimation of the statistical model, the degree of correlation between each pair of the candidate independent variables was calculated.
Prior to undertaking cortical excitability studies, conventional nerve conduction studies were undertaken on all patients.
Prior to undertaking statistical tests, the homogeneity of the sample will be examined.
Prior to undertaking the analysis, we identified 15 variables as potential predictors of change in outcomes.
Prior to undertaking the study, we became aware of the potential for measurement unit conflicts in these integrated datasets.
Prior to undertaking this study the limitations and benefits of evaluating clinical capability using self-perception data were considered.
Prior to undertaking this study it is important to establish current practice and the support for such a trial.
Prior to undertaking data analysis for this study, we conducted psychometric testing of the items and scales.
Prior to undertaking the sessions, the nurse received six training sessions including a basic introduction to CBT techniques.
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