Correlation has significance in all sciences. Various attempts have been
made over two centuries by many authors to explore its usefulness. In
this research an attempt has been made to derive a distribution of the
mean of k-independent sample correlation coefficients each of which is
based on "n" pairs of observations. This distribution has been developed
by expanding the rth power of the modified Bessel function by using the
Taylor series. The contribution of this research is to derive, 1) the
distribution of mean of two independent sample correlation coefficients
and their weighted means, 2) the distribution of mean of k-independent
samples correlation coefficients 3) various properties of the
distribution of mean of two and k- independent sample correlation
coefficients.