Finite sample deviation and variance bounds for first order autoregressive processes

Rodrigo A. González, Cristian R. Rojas

In this paper, we study finite-sample properties of the least squares estimator in first order autoregressive processes. By leveraging a result from decoupling theory, we derive up…