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OptimalDesign (version 0.2)

Algorithms for D-, A-, and IV-Optimal Designs

Description

Algorithms for D-, A- and IV-optimal designs of experiments. Some of the functions in this package require the 'gurobi' software and its accompanying R package. For their installation, please follow the instructions at and the file gurobi_inst.txt, respectively.

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Version

Install

install.packages('OptimalDesign')

Monthly Downloads

218

Version

0.2

License

GPL-3

Maintainer

Lenka Filova

Last Published

November 7th, 2016

Functions in OptimalDesign (0.2)

od.AA

Optimal approximate size-constrained design
F.simplex

Model matrix on a simplex
od.plot

Plot of a design
F.cube

Model matrix on a cube
od.infmat

Information matrix
od.crit

Optimality criterion
od.MISOCP

Efficient exact design using mixed integer second-order cone programming
od.KL

Efficient exact size-constrained design using the KL exchange heuristic
od.IQP

Efficient exact design using integer quadratic programming
od.m1

Optimal design for models with a one-dimensional parameter
od.print

Print of a design
od.SOCP

Optimal approximate design using second-order cone programming
od.RC

Efficient exact design using the RC heuristic
od.RCs

Efficient exact size-constrained design using the RC heuristic
OptimalDesign-internal

Internal OptimalDesign Functions
OptimalDesign-package

OptimalDesign