1. Introduction. Hydrocarbon production from shale plays has significantly increased as a result of technology advancements in multi-stage fracturing and horizontal drilling (King, 2010, Clarkson, 2013, Dong et al., 2013, Yuan et al., 2015).Despite great achievements, prediction of production performance in shale plays is yet to be …