Additional simulation results to accompany those described in the manuscript "Empirical Bayes Linked Matrix Decomposition".
Working preprint:
https://ericfrazerlock.com/EVBIDI_Manuscript.pdf
Overall dimensions: D=1000, N=100
Single matrix s2n plot (Figure 1)
Single matrix recovery comparison (Figure 2)
Single matrix imputation comparison (Figure 3)
Two linked matrices s2n plot (Figure 4)
Two linked matrices decomposition comparison (Figure 5)
Bidimensional decomposition comparison (Figure 6)
Bidimensional missing comparison (Figure 7)
Overall dimensions: D=100, N=100
Single matrix s2n plot
Single matrix recovery comparison
Single matrix imputation comparison
Two linked matrices (D1=D2=50, N=100) s2n plot
Two linked matrices (D1=D2=50, N=100) decomposition comparison
Bidimensional (D1=D2=50, N1=N2=50) decomposition comparison
Bidimensional (D1=D2=50, N1=N2=50) missing comparison
Overall dimensions: D=1000, N=1000
Single matrix s2n plot
Single matrix recovery comparison
Single matrix imputation comparison
Two linked matrices (D1=D2=500, N=1000) s2n plot
Two linked matrices (D1=D2=500, N=1000) decomposition comparison
Bidimensional (D1=D2=500, N1=N2=500) decomposition comparison
Bidimensional (D1=D2=500, N1=N2=500) missing comparison
Overall dimensions: D=100, N=1000
Two linked matrices (D1=D2=50, N=1000) s2n plot
Two linked matrices (D1=D2=50, N=1000) decomposition comparison
