addNroyDesignPoints: Augment a design with NROY design points

In dougmcneall/imptools: Working With Implausibility Measures for History Matching

Description

Augment a design with NROY design points

Usage

addNroyDesignPoints(
  X,
  Y,
  Y_target,
  n_aug,
  mins_aug,
  maxes_aug,
  thres = 3,
  disc_list,
  disc_sd_list,
  obs_sd_list,
  n_app,
  nreps,
  shrink = TRUE,
  mc.cores = 2,
  ...
)

Arguments

X	original design matrix
Y	model output matrix
Y_target	target output or observation
n_aug	number of candidate points with which to augment the design
mins_aug	minima of n_aug
maxes_aug	maxima of n_aug
thres	implausibility threshold
disc_list	model discrepancy (bias)
disc_sd_list	model discrepancy uncertainty
obs_sd_list	observation (Y_target) uncertainty
n_app	final number of points with which to augment the design
nreps	number of iterations in the maximin search
shrink	keep only members of the original design hat fall within marginal limits of the NROY
...	arguments to be passed to km through createKmFitList

Value

a list

dougmcneall/imptools documentation built on Nov. 13, 2021, 7:12 p.m.