uniqueSummary: Summary of outputs for each unique input
Description
Finds sample means and variances for a matrix of observations when replicates are present
Usage
uniqueSummary(X,Y)
Arguments
X
matrix of inputs
Y
matrix of outputs corresponding to x
Value
A list with the following components:
reps
the number of reps for each unique design point
uniqueX
the input matrix with duplicate inputs removed
uniqueMeans
sample means corresponding to each unique input
uniqueVar
sample variances corresponding to each unique input
Details
uniqueSummary calculates sample means and variances for each unique input. For input values with no replicates, the sample variance will be `NA'. This function is used by mlegp to fit a GP to a collection of means observations at each design point.