barplot.SCGLR | barplot |
critConvergence | Auxiliary function tuning the convergence of scglr |
f2x | Regression coefficients conversion |
genus | This is the data to be included into the package |
infoCriterion | Function that calculates cross-validation selection criteria |
kComponents | Estimation algorithm for K components |
metric | Function that computes M^(-1/2) |
metricBloc | Function that computes a submatrix of metric M^(-1/2) |
multivariateFormula | Formula construction |
multivariateGlm | Multivariate generalized linear regression |
multivariateGlm.fit | Multivariate generalized linear regression |
multivariatePredictGlm | Function that predicts the responses from the covariates for a new sample |
oneComponent | Function that calculates the current scglr-component |
pairs.SCGLR | pairs |
plot.SCGLR | SCGLR generic plot |
print.SCGLR | |
scglr | Function that fits the scglr model |
scglrCrossVal | Function that fits and selects the number of component by cross-validation |
summary.SCGLR | Summary |
wtCenter | utils functions |
wtScale | weighted scale functions |