Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models

Yingxiang Yang, Adams Wei Yu, Zhaoran Wang +1

We propose a nonparametric method for detecting nonlinear causal relationship within a set of multidimensional discrete time series, by using sparse additive models (SpAMs). We sho…