uniqueSummary {mlegp} | R Documentation |
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 |
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.
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 |
Author(s)
Garrett M. Dancik dancikg@easternct.edu
References
https://github.com/gdancik/mlegp/
Examples
x = c(1,1,2,2,3)
y = x + rnorm(length(x))
uniqueSummary(x,y)
[Package mlegp version 3.1.9 Index]