Imputation methods in Numerical Transformations — imputeNumeric • rTASSEL

This method takes an input GenotypeTable object with missing values and imputes the missing values using one of the chosen methods.

Usage

imputeNumeric(
  tasObj,
  byMean = TRUE,
  nearestNeighbors = 5,
  distance = c("Euclidean", "Manhattan", "Cosine")
)

Arguments

tasObj: an rTASSEL TasselGenotypePhenotype object.
byMean: Will imputation be performed by computing the mean of the respective column? Defaults to TRUE.
nearestNeighbors: Number of nearest neighbors to be evaluated. Defaults to 5.
distance: Distance type. Options are Euclidean, Manhattan, or Cosine. Defaults to Euclidean.