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OptimalDesign (version 0.1)

Optimal Design

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 , respectively.

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Version

Install

install.packages('OptimalDesign')

Monthly Downloads

218

Version

0.1

License

GPL-3

Maintainer

Lenka Filova

Last Published

July 28th, 2016

Functions in OptimalDesign (0.1)

od.MISOCP

Efficient exact design using mixed integer second-order cone programming

od.AA

Optimal approximate size-constrained design

od.KL

Efficient exact size-constrained design using the KL exchange heuristic

od.infmat

Information matrix

F.cube

Model matrix on a cube

od.plot

Plot of a design

od.m1

Optimal design for models with a one-dimensional parameter

F.simplex

Model matrix on a simplex

od.IQP

Efficient exact design using integer quadratic programming

Efficient exact design using the RC heuristic

OptimalDesign-internal

Internal OptimalDesign Functions

od.RCs

Efficient exact size-constrained design using the RC heuristic

od.SOCP

Optimal approximate design using second-order cone programming