Robust Inference on Infinite and Growing Dimensional Time Series Regression

Abhimanyu Gupta, Myung Hwan Seo

We develop a class of tests for time series models such as multiple regression with growing dimension, infinite-order autoregression and nonparametric sieve regression. Examples in…