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Table 1 Simulation study: angle (median value) between the simulated and estimated loading vectors simulated with either Gaussian or super-Gaussian distributions.

From: Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets

Method

Gaussian

super-Gaussian

 

v1

v2

v1

v2

PCA

20.48

21.61

20.47

21.62

ICA

85.70

84.39

82.13

77.77

IPCA

70.05

69.72

12.46

14.08