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. 2012 May 10;11(6):3344–3357. doi: 10.1021/pr300139q

Table 2. Summary Statistics of the Models Used to Describe Changes in Serum, Plasma, and Urine of UC and CD Patients and Healthy Personsa.

data set model Apred Aorth R2X R2Y Q2YCV
serum UC:control 1 1 0.29 0.798 0.53
CD:control 1 4 0.508 0.963 0.84
CD:UC 1 0 0.142 0.39 0.0249
plasma UC:control 1 1 0.312 0.772 0.613
CD:control 1 1 0.381 0.789 0.67
CD:UC 1 0 0.157 0.386 0.115
urine UC:control 1 5 0.466 0.997 0.688
CD:control 1 0 0.143 0.785 0.528
CD:UC 0 0 0 0 0
hierarchical UC:control 1 0 0.221 0.749 0.685
CD:control 1 1 0.366 0.728 0.635
CD:UC 1 0 0.227 0.376 0.23
a

Apred, number of Y-predictive components; Aorth, number of Y-orthogonal components; R2X, explained variance of X; R2Y, explained variance of Y; Q2YCV, predicted variance of Y estimated using cross-validation. R2X and R2Y show how well the model explains the variation in X and Y, respectively. Q2Y represents the quality and predictive power of the model.