MCMC Inference for a Model with Sampling Bias: An Illustration using SAGE data. November 1, 2018 Department of Statistics, Operations, and Management Science The University of Tennessee 331 Stokely Management Center, Knoxville, TN, 37996 email: rzaretzk@utk.edu and Department of Ecology and Evolutionary Biology, The University of Tennessee 569 Dabney Hall, Knoxville, TN, 37996 email: mikeg@utk.edu and Dept. of Mathematics Russell Zaretzki Michael A. Gilchrist William M. Briggs 1 arXiv:0711.3765v1 [stat.AP] 23 Nov 2007