I have df like this with 15 numeric column (values are random, not my real data):
Val(numeric): val.2: Val.3 .... Val.15
1.698 1.689 5.478 5.68
4.98 0.65 69.47 4.78
0.123 3 12 .698 6.98
-----------------------------------------------------------
0.047 65.98 123.47 1.547
I calculated the correlation between each variable:
val val.2 ... val.15
val 1 0.32 0.1256
val.2 0.9 1 0.125
...
val.15 0.36 0.12 1
But I want to do correlation Test ( cor.test() ) between each column. Is there a way to do it automatically instead of doing a lot of tests like:
cor.test(df$val, df$val.2, method = 'spearman')
cor.test(df$val, df$val.3, method = 'spearman')
...... etc.
cor.test(df$val.14, df$val.15, method = 'spearman')
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