Learn R Programming

OptimaRegion

Enrique del Castillo (exd13@psu.edu)

Peng Chen, Adam Meyers, John Hunt, and James Rapkin

The goal of OptimaRegion is to compute confidence regions on the location of response surface optima.

Installation

You can install the released version of OptimaRegion from CRAN with:

install.packages("OptimaRegion")

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("pfc5098/OptimaRegion")

Copy Link

Version

Install

install.packages('OptimaRegion')

Monthly Downloads

245

Version

1.2

License

GPL-3

Maintainer

Enrique Castillo

Last Published

February 18th, 2023

Functions in OptimaRegion (1.2)

OptimaRegion-package

OptimaRegion package description
CRcompare

Confidence interval for the distance between two response surface optima (2 regressors)
OptRegionQuad

Confidence region for optima of quadratic polynomial models (2 regressors)
GloptiPolyRegion

Confidence region for optima of higher order polynomial models in multiple factors
Drug

Mixture-amount experiment dataset (2 factors)
OptRegionTps

Confidence region for optima of Thin Plate Spline Models (2 regressors)
GloptiPolyR

Global optimization of up to cubic polynomial functions (up to 5 variables)
cubic_5D

Simulated dataset based on a cubic function (5 factors)
quad_3D

Central composite design experiment dataset (3 factors)