I have used the correlation analysis (pearson) in the agricolae package to analyse my data and got unexpectedly low p-values (therefore making many more highly significant correlations in my data than I had expected). I am wondering if the p-values given should be subtracted from 1 to give the real p-value, because for each variable compared against itself has a p-value of 1 and I thought it should be zero. I'm really not very confident about this and I'd really appreciate it if anyone who uses correlation analysis in agricolae could tell me if the p-values generated can be used as they are.
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