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. 2017 Oct 24;28(5):1053–1072. doi: 10.1007/s11222-017-9779-x

Table 1.

Mean posterior ± 1 s.d. for α and σ using a Metropolis-Hastings algorithm

Δ KF α σ
0.1 KF1 3.023±0.235 1.891±0.135
0.5 KF1 1.905±0.141 1.256±0.095
1.0 KF1 1.420±0.102 0.868±0.068
2.0 KF1 1.022±0.075 0.540±0.044
0.1 KF2 4.022±0.295 2.113±0.159
0.5 KF2 4.092±0.335 2.311±0.206
1.0 KF2 3.865±0.368 2.234±0.240
2.0 KF2 3.704±0.513 2.082±0.307

Data were simulated from an OU process with α=4 and σ=2