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ECON 227Nonparametric and Semiparametric Models

4 units · ECON · UC San Diego

Topics include neural networks, kernels, series, splines, estimation of densities and spectra, smoothing parameter selection, semiparametric models, efficiency and adaptation, forecasting with nonlinear models, over-fit, computation, and interpretation.

Before you enroll

Prerequisites

From the catalog: “graduate standing and ECON 220A, 220B, 220C, 220D, and 220E or consent of instructor.”