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. Author manuscript; available in PMC: 2022 Nov 1.
Published in final edited form as: Ann Appl Stat. 2021 Sep 23;15(3):1386–1404. doi: 10.1214/20-aoas1435

Table 6.

Average predictive log-likelihood for PFA for different choices of α, FBPFA and BMSFA in Simulation Case 3

Generative
distribution of Ψj ’s
True
loading
PFA for
α = 10−2
PFA for
α = 10−4
FBPFA BMSFA
N(−0.2, 0.2) Loading 1 −33.41 −44.10 −26.16 −500.66
Loading 2 −336.58 −259.79 −265.77 −9547.77
N(−0.5, 0.8) Loading 1 −49.25 −53.32 −37.89 −720.35
Loading 2 −584.82 −308.72 −1003.02 −14,187.36