In this paper, we study the purely discontinuous Girsanov transforms which were discussed in Chen and Song [3] and Song [9]. We show that the transition density of any purely discontinuous Girsanov transform of a α-stable-like process, which can be nonsymmetric, is comparable to the transition density of the α-stable-like process. Running Title: Density estimates of the purely discontinuous Gir...