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. Author manuscript; available in PMC: 2018 Nov 27.
Published in final edited form as: J Causal Inference. 2018 May 18;6(2):20160029. doi: 10.1515/jci-2016-0029

Table 1:

True and Empirical Estimates of Kernel Distance Under Various Settings.

Setting d = 1
d = 5
d = 10
d = 50
True Empirical True Empirical True Empirical True Empirical
μ = 0, λ = 1, σ = θ = 1 0.421 0.420 0.509 0.485 0.523 0.490 0.535 0.495
μ = 0, λ = 2, σ = θ = 1 0.748 0.750 0.810 0.798 0.807 0.652 0.800 0.806
μ = 0, λ = 3, σ = θ = 1 0.947 0.950 0.910 0.976 0.886 0.978 0.860 0.974
μ = 0, λ = 1, σ = 1, θ=2 0.377 0.376 0.458 0.427 0.470 0.433 0.480 0.427
μ = 0, λ = 2, σ = 1, θ=2 0.647 0.658 0.696 0.709 0.687 0.708 0.671 0.698
μ = 0, λ = 3, σ = 1, θ=2 0.837 0.862 0.790 0.886 0.756 0.881 0.717 0.870
μ = 0, λ = 1, σ = 1, θ=3 0.382 0.378 0.471 0.418 0.487 0.414 0.500 0.400
μ = 0, λ = 2, σ = 1, θ=3 0.596 0.612 0.647 0.419 0.639 0.650 0.623 0.634
μ = 0, λ = 3, σ = 1, θ=3 0.769 0.809 0.730 0.827 0.694 0.815 0.655 0.802