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. 2018 Feb 22;72(2):126–156. doi: 10.1111/stan.12124

Table 2.

Means of point estimates and actual coverage of interval estimates for the parameters of model (17), where the initial values are ξ0=(1,1/2)tr and the rate parameters are θ0=(1/2,1/2,1/2,1/2)tr. The results are based on running 500 simulations. The observed time points are equidistant on [0,10], and the errors are normal with zero expectation and σ=0.05. The one‐step point estimates are given by Equation 6; the interval estimates are defined in Equation 15

One‐step NLS
Setup Mean Coverage Mean Coverage
n = 21 ξ1 1.000 1.000 0.932 0.999 0.928
ξ2 0.500 0.500 0.936 0.500 0.934
θ1 0.500 0.502 0.942 0.501 0.942
θ2 0.500 0.502 0.932 0.501 0.938
θ3 0.500 0.500 0.910 0.501 0.916
θ4 0.500 0.500 0.918 0.501 0.922
n = 51 ξ1 1.000 1.000 0.958 1.000 0.966
ξ2 0.500 0.500 0.954 0.500 0.948
θ1 0.500 0.502 0.964 0.500 0.968
θ2 0.500 0.501 0.968 0.500 0.964
θ3 0.500 0.500 0.958 0.500 0.958
θ4 0.500 0.500 0.952 0.500 0.958

Note: NLS, non‐linear least squares.