1. If the correltation coefficient has associated probability value of .02 then;
The result is important
The hypothesis has been proven
We should accept the Null hypothesis
There is only a 2% chance that we would get a correlation coefficient this big if the null hypothesis were true.
2. Pearson's correlation can not be used with Binary variables true or false?