Learn R Programming

⚠️There's a newer version (1.2-4) of this package.Take me there.

DoE.base (version 0.2)

Full factorials, orthogonal arrays and base utilities for DoE packages

Description

This package creates full factorial experiments and experiments based on orthogonal arrays for (industrial) experiments. Additionally, it provides some utility functions used also by other DoE packages.

Copy Link

Version

Install

install.packages('DoE.base')

Monthly Downloads

8,390

Version

0.2

License

GPL (>= 2)

Maintainer

Ulrike Groemping

Last Published

May 26th, 2009

Functions in DoE.base (0.2)

Internal utility functions to support automatic creation of child arrays from entries of the data frame oacat

Contrasts for orthogonal Fractional Factorial 2-level designs

Orthogonal arrays in the package

Function to cross several designs

Function to change the default formula for a data frame of class design to involve the correct factors with the desired effects and responses

Function for full factorial designs

Reshape designs with repeated measurements

Reshape designs with repeated measurements

Function to add response values to an experimental design

Class design and accessors

Class design and its accessor functions

Function for accessing orthogonal arrays

Methods for class design objects

Methods for class design objects

DoE.base-package

Full factorials, orthogonal arrays and base utilities for DoE packages

data frame that lists available orthogonal arrays, mostly from the Kuhfeld collection

Function for exporting a design object

Function to generate Taguchi style parameter designs

Function to switch between qualitative and quantitative factors and different contrast settings

Function for the signal-to-noise ratio 10 * log10(mean^2/var)

generalized.word.length

Functions for calculating the generalized word length pattern, projection frequencies or optimizing column selection within an array

Function to preserve class design when editing a design

Utility functions for DoE packages, not intended for direct use

lm and aov method for class design objects

lm and aov methods for class design objects

Function to display list of available orthogonal arrays

Factorize integer numbers and factors

Catalogues for blocking full factorial 2-level and 3-level designs, and lists of generating columns for regular 2- and 3-level designs.

Catalogues for blocking full factorial 2-level and 3-level designs, and lists of generating columns for regular 2- and 3-level designs.

Functions to extract a block factor from a class design object or to rerandomize a class design object

Functions to isolate cube points from 2-level fractional factorial design with center and / or star points

Functions for fast calculation of GWLP

Creation of half normal effects plots and numeric methods for significance assessment

Plotting class design objects

Plotting class design objects

VSGFS: an experiment using an optimized orthogonal array in 72 runs

Convert matrix, data frame or object of class planordesign to object of class design

expansive.replace

Expansive replacement for two orthogonal arrays

Functions for calculating generalized resolution, average R-squared values and squared canonical correlations, and for checking design regularity