sxtMVimputation: sxtMVimputation

In jaspershen/metflow2: Comprehensitive tools for metabolomics data processing and data analysis

Description

sxtMVimputation

Usage

sxtMVimputation(
  data,
  method = c("knn", "rf", "mean", "median", "zero", "minimum", "bpca", "svdImpute",
    "ppca"),
  k = 10,
  rowmax = 0.5,
  colmax = 0.8,
  maxp = 1500,
  rng.seed = 362436069,
  maxiter = 10,
  ntree = 100,
  decreasing = FALSE,
  nPcs = 2,
  maxSteps = 100,
  threshold = 1e-04,
  ...
)

Arguments

data	data
method	method
k	See ?impute.knn
rowmax	See ?impute.knn
colmax	See ?impute.knn
maxp	See ?impute.knn
rng.seed	See ?impute.knn
maxiter	See ?missForest
ntree	See ?missForest
decreasing	See ?missForest
nPcs	See ?bpca
maxSteps	See ?bpca
threshold	See ?bpca
...	Other arguments.

Value

result

Author(s)

Xiaotao Shen [e-mail]

jaspershen/metflow2 documentation built on Aug. 15, 2021, 4:38 p.m.