Time series quantile regression using random forests

Hiroshi Shiraishi, Tomoshige Nakamura, Ryotato Shibuki

We discuss an application of Generalized Random Forests (GRF) proposed by Athey et al.(2019) to quantile regression for time series data. We extracted the theoretical results of th…