“…Based on the classical work on geophysical probabilistic inverse theory (e.g., Tarantola, 1987;Menke, 1989), they employ the Bayesian statistical method to formulate the AVO inversion problem successfully (Gouveia, 1996;Sen and Stoffa, 1996;Gouveia and Scales, 1998;Buland and Omre, 2003;Riedel et al, 2003;Downton, 2005;Rabben et al, 2008;Karimi et al, 2010;Theune et al, 2010;Alemie and Sacchi, 2011;Zong et al, 2013). In the literature listed above, some are using the linearized approximations (see Aki and Richards, 1980;Shuey, 1985;Smith and Gidlow, 1987;Gray et al, 1999;Ursin and Dahl, 1992;Wang, 1999;Ursenbach, 2002) and some are employing the accurate Zeoppritz equations (Simmons and Backus, 1996). Through various parameterizations and approximations of the accurate Zeoppritz equations, they are popular in the AVO inversion problems.…”