Check whether the specified GLDs cover the minimum and the maximum values in a dataset
This function checks the lowest and highest quantiles of the specified GLDs against the specified dataset
fun.minmax.check.gld(data, lambdas, param, lessequalmin = 1, greaterequalmax = 1)
data |
A vector of numerical dataset |
lambdas |
A matrix of four columns representing lambda 1 to lambda 4 of the GLD |
param |
Can be "rs", "fkml" or "fmkl" |
lessequalmin |
Can be 0 or 1 |
greaterequalmax |
Can be 0 or 1 |
lessequalmin==1 means the lowest value of GLD <= minimum value of data lessequalmin==0 means the lowest value of GLD < minimum value of data greaterequalmin==1 means the highest value of GLD >= maximum value of data greaterequalmin==0 means the highest value of GLD > maximum value of data
A vector of logical values indicating whether the specified data the specified GLDs cover the minimum and the maximum values in a dataset
Steve Su
fun.minmax.check.gld(runif(100,.9,1),matrix(1:12,ncol=4),param="rs",0,0) fun.minmax.check.gld(runif(100,.98,1),matrix(1:12,ncol=4),param="fkml",1,1)
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