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Probabilistic partial least squares model: Identifiability, estimation and application

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Figure

Figure 1: True and estimated loadings W1 over 1000 simulation replications. The black dots and dashed vertical lines (on the left of each pair)represent PPLS estimates, the red stars and dashed vertical lines (on the right of each pair) represent PLS estim
Figure 2: True and estimated variance parameters Bacross 1000 simulation replications; the width of the dashed lines are twice the standard deviations
Figure 3: Standard errors of the Wdistribution withW loading elements per component. Bootstrap standard errors (solid green line), asymptotic standard errors(dashed red line) and simulation-based standard errors (dotted black line) are plotted for the load
Figure 4: Heatmaps of the correlations between IgG1 and IgG2 glycans. In left the correlations of the CROATIA Korcula cohort is shown.In right the CROATIA Vis cohort is shown
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