Estimation of the long-run variance of nonlinear time series with an application to change point analysis

Vaidotas Characiejus, Piotr Kokoszka, Xiangdong Meng

For a broad class of nonlinear time series known as Bernoulli shifts, we establish the asymptotic normality of the smoothed periodogram estimator of the long-run variance. This est…