SLIM: Stochastic Learning and Inference in Nonlinear GMM Models

Xiaohong Chen, Min Seong Kim, Sokbae Lee +3

We propose SLIM (Stochastic Learning and Inference in overidentified Models), a new scalable stochastic approximation algorithm for nonlinear GMMs with many nonseparable moments an…