LASSOLKTData {LKT} | R Documentation |
LASSOLKTData
Description
Forward and backwards stepwise search for a set of features and components
with tracking of nonlinear parameters.
Usage
LASSOLKTData(
data,
gridpars,
allcomponents,
allfeatures,
preset = NA,
presetint = T,
specialcomponents = c(),
specialfeatures = c(),
specialpars = c(),
removefeat = c(),
removecomp = c()
)
Arguments
data |
is a dataset with Anon.Student.Id and CF..ansbin. |
gridpars |
a vector of parameters to create each feature at |
allcomponents |
is search space for LKT components |
allfeatures |
is search space for LKT features |
preset |
One of "static","AFM","PFA","advanced","AFMLLTM","PFALLTM","advancedLLTM" |
presetint |
should the intercepts be included for preset components |
specialcomponents |
add special components (not crossed with features, only paired with special features 1 for 1) |
specialfeatures |
features for each special component (not crossed during search) |
specialpars |
parameters for the special features (if needed) |
removefeat |
Character Vector | Excludes specified features from the test list. |
removecomp |
Character Vector | Excludes specified components from the test list. |
Value
data which is the same frame with the added spacing relevant columns.
list of values "tracetable" and "currentfit"