FUNCTION_TITLE

FUNCTION_DESCRIPTION

imputeRobustChain(
  formulas = vector("list", ncol(data)),
  data,
  boot = TRUE,
  robustboot = TRUE,
  method = "lts",
  multinom.method = "multinom",
  takeAll = TRUE,
  eps = 0.5,
  maxit = 4,
  alpha = 0.5,
  uncert = "pmm",
  familiy = "Gaussian",
  value_back = "matrix",
  trace = FALSE
)

Arguments

formulas

PARAM_DESCRIPTION, Default: vector("list", ncol(data))

data

PARAM_DESCRIPTION

boot

PARAM_DESCRIPTION, Default: TRUE

robustboot

PARAM_DESCRIPTION, Default: TRUE

method

PARAM_DESCRIPTION, Default: 'lts'

multinom.method

PARAM_DESCRIPTION, Default: 'multinom'

takeAll

PARAM_DESCRIPTION, Default: TRUE

eps

PARAM_DESCRIPTION, Default: 0.5

maxit

PARAM_DESCRIPTION, Default: 4

alpha

PARAM_DESCRIPTION, Default: 0.5

uncert

PARAM_DESCRIPTION, Default: 'pmm'

familiy

PARAM_DESCRIPTION, Default: 'Gaussian'

value_back

PARAM_DESCRIPTION, Default: 'matrix'

trace

PARAM_DESCRIPTION, Default: FALSE

Value

OUTPUT_DESCRIPTION

Details

DETAILS

See also

initialise outCoDa

Other imputation methods: hotdeck(), impPCA(), imputeRobust(), irmi(), kNN(), matchImpute(), medianSamp(), rangerImpute(), regressionImp(), sampleCat(), vimpute(), xgboostImpute()

Examples

if (FALSE) { # \dontrun{
if(interactive()){
 #EXAMPLE1
 }
} # }