cvanova.RdSignificance testing for OPLS models
cvanova(smod)
| smod | OPLS_metabom8 object of the package metabom8. |
|---|
data.frame describing ANOVA stats incl, p value
The CV-ANOVA diagnostic formally compares the fit of two models to the same data by the size of their residuals. The function tests the residuals of the linear regression between cross-validated scores of the predictive O-PLS component and the response Y, with the variation of Y around its mean. The p value is derived from an F-test with the null hypothesis of equal residuals of the two models. For detailed information on p value colculation see refrence further below.
Eriksson, L, et al. (2008) CV-ANOVA for significance testing of PLS and OPLS models. Journal of Chemometrics, 22, 594-600.
Other NMR ++:
.hotellingsT2(),
es_cdelta(),
minmax(),
opls_perm(),
pca(),
plotscores(),
pqn(),
predict_opls(),
scRange()