Inference in Gaussian Process Models for Political Science

• In Event: Advances in Computational Methods for Social Science Research

Brief Overview

I provide practical guidance for applied researchers to implement Gaussian process models for accurate inference in the face of imperfect knowledge about the functional form mapping predictors to outcomes or violations of conditional independence.

Author

• JBrandon Duck-Mayr, Washington University in St Louis