A Method for Determining If Unequal Shape Parameters are Necessary in a Bivariate Gamma Distribution

A procedure to aid in the deciding between four and five parameters in a Jensen's type bivariate gamma distribution is presented. It is based upon the CDF of the ratio of correlated gamma distributed variates. The criteria are posed in a test of hypothesis setting and results are presented.