Match a pair of vector distributions based on quantiles — matchVectorDistributionByQuantiles • subtyper

Match a pair of vector distributions based on quantiles

matchVectorDistributionByQuantiles(
  vecToBeTransformed,
  vecReference,
  quantiles = 1:9/10,
  polynomialOrder = 1,
  truncate = TRUE
)

Arguments

vecToBeTransformed: input vector to be transformed to match the reference
vecReference: reference vector
quantiles: a vector of quantile points to match
polynomialOrder: integer greater than or equal to one
truncate: boolean

Value

the transformed vector

Author

Avants BB

Examples

mydf = generateSubtyperData( 100 )
rbfnames = names(mydf)[grep("Random",names(mydf))]
newvec = matchVectorDistributionByQuantiles( mydf[,rbfnames[1]], mydf[,rbfnames[1]] )