We define four functions F∗1,F∗2,F∗3 and F∗4 as finite field analogues of Appell series F1,F2,F3 and F4, respectively using purely Gauss sums in the spirit of finite field hypergeometric series introduced by McCarthy. We establish relations among F∗1,F∗2 and F∗3 analogous to those satisfied by the classical Appell series. Recently, several people have defined finite field analogues of Appell series using integral representations of Appell series. We show that our functions F∗1,F∗2 and F∗3 are closely related to those functions.