AtA | trans matrix * matrix |
colsds | get the sd for a matrix |
column_sums | get the total values for a matrix |
dot-o2cv | do cross-validation with group factors |
dot-pls | Partial least squares discriminant analysis |
eigenmult | two matrix mutiplication |
eigenthree | three matrix mutiplication |
getMCCV_cpp | MCCV sampling |
loadings | Extract the loadings from an O2PLS fit |
loadings.o2plsda | extract the loading value from the O2PLSDA analysis |
loadings.plsda | extract the loading value from the PLSDA analysis |
o2cv | Cross validation for O2PLS |
o2pls | fit O2PLS model with best nc, nx, ny |
O2pls-class | Class "O2pls" This class represents the Annotation... |
opls | orthogonal scores algorithn of partial leat squares (opls)... |
oplsda | Orthogonal partial least squares discriminant analysis |
order_cpp | order a vector |
order_str | order a vector of sting |
plot.O2pls | Score or loading plot for the O2PLS results |
plot.o2plsda | Score, VIP or loading plot for the O2PLS results |
plot.plsda | Score, VIP or loading plot for the plsda results |
plsda | Partial least squares discriminant analysis |
print.O2pls | Print the summary of O2PLS results. |
print.plsda | Print the summary of plsda results. |
Q | calcualte the Q value |
rcpp_rmse | calculate RMSE |
s2 | sum square of a matrix |
sample_cpp | sampling a vector |
sample_lapply | lapply sampling |
scores | Extract the scores from an O2PLS fit |
scores.O2pls | Extract the scores from an O2PLS fit |
scores.o2plsda | Extract the scores from an O2PLS DA analysis |
scores.plsda | Extract the scores PLSDA analysis |
sort_str | sort string |
split_str | split a vector |
summary.O2pls | Summary of an O2PLS object |
summary.plsda | Summary of an plsda object |
unlist_cpp | unlist a list |
vip | Extract the VIP values from the O2PLS-DA object |
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