This article considers the problem of model averaging for regression models that can be nonlinear in their parameters and variables. We consider a (NMA) framework propose weight-choosing criterion, information criterion (NIC). show up to constant, NIC is an asymptotically unbiased estimator risk function under settings with some mild assumptions. also prove optimality convergence weights. Monte...