Stationary Time Series

hth autocovariance

γt,h=E[(Yt-E(Yt))(Yt-h-E(Yt-h))]

Long run mean of AR(1)

(https://www.daowen.com)

Long run mean of AR(P)

Box-Pierce Statistic and Ljung-Box Statistic