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. 2016 Oct 28;374(2079):20150375. doi: 10.1098/rsta.2015.0375

Table 1.

Results obtained by applying the regression procedures under study to simulated mixtures with three components and 5% random noise (average for n = 250 replicates).

compound
regression parameter Bz C9 THF
MLR RMSEP 1.95 1.22 2.02
SMLR RMSEP 1.73 1.27 2.08
selected m/z 38, 50, 74, 78 55, 57, 70, 85, 98, 128 40, 72
RR RMSEP 0.88 1.03 1.67
θa 0.029 0.030 0.028
PCR RMSEP 2.45 2.09 3.58
selected PCsb 1 2 2
PLSR RMSEP 2.45 2.08 3.55
selected PCsb 1 2 2

aθ, ridge factor [24].

bSelected PCs, number of principal components for the minimum value of RMSEP.