Facilities for constructing variance dispersion graphs, fraction ofdesignspace plots and similar graphics for exploring the properties of experimental designs. The design region is explored via random sampling, which allows for more flexibility than traditional variance dispersion graphs. A formula interface is leveraged to provide access to complex model formulae. Graphics can be constructed simultaneously for multiple experimental designs and/or multiple model formulae. Instead of using pointwise optimization to find the minimum and maximum scaled prediction variance curves, which can be inaccurate and time consuming, this package uses quantile regression as an alternative.
Package details 


Author  Pieter Schoonees [aut, cre, cph], Niel le Roux [ctb] 
Date of publication  20161018 10:20:56 
Maintainer  Pieter Schoonees <[email protected]> 
License  GPL (>= 2) 
Version  1.2.0 
Package repository  View on CRAN 
Installation 
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