FIGURE 1
The left column displays scatter plots of $(T_{i,N}, T_{i,N+1})$, while the right column shows the density estimates of $T_{i,N}$ for $N=0,\dots ,5$. The $z$-score vector is generated according to model (7) with $K=1000$, $\tau =2$, $\pi =0.3$, and $b=0.2$. Rows represent various covariance structures: Row (a) correspond to an AR(1) covariance with $\rho = 0.8$; row (b), a Banded(1) covariance with $\rho = 0.5$; row (c), a long-range covariance with $H = 0.9$; and row (d), an equicorrelated covariance with $\rho = 0.8$.

The left column displays scatter plots of |$(T_{i,N}, T_{i,N+1})$|⁠, while the right column shows the density estimates of |$T_{i,N}$| for |$N=0,\dots ,5$|⁠. The |$z$|-score vector is generated according to model (7) with |$K=1000$|⁠, |$\tau =2$|⁠, |$\pi =0.3$|⁠, and |$b=0.2$|⁠. Rows represent various covariance structures: Row (a) correspond to an AR(1) covariance with |$\rho = 0.8$|⁠; row (b), a Banded(1) covariance with |$\rho = 0.5$|⁠; row (c), a long-range covariance with |$H = 0.9$|⁠; and row (d), an equicorrelated covariance with |$\rho = 0.8$|⁠.

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