Score impact of each sample on correlation sturucture. Compute correlation using all samples (i.e. C), then compute correlation omitting sample i (i.e. Ci). The score the sample i is based on the difference between C and Ci.
data matrix with samples on rows and variables on columns
specify which correlation method: "pearson", "kendall" or "spearman"
score for each sample measure impact on correlation structure
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