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DoE.base (version 0.28)

Full Factorials, Orthogonal Arrays and Base Utilities for DoE Packages

Description

Package DoE.base creates full factorial experimental designs and designs based on orthogonal arrays for (industrial) experiments. Additionally, it provides utility functions for the class design, which is also used by other packages for designed experiments.

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Version

Install

install.packages('DoE.base')

Monthly Downloads

5,696

Version

0.28

License

GPL (>= 2)

Homepage

http://prof.beuth-hochschule.de/groemping/DoE/

Maintainer

Ulrike Groemping

Last Published

March 10th, 2016

Functions in DoE.base (0.28)

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

DoE.base-package

Full factorials, orthogonal arrays and base utilities for DoE packages

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

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

Methods for class design objects

Methods for class design objects

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

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 to cross several designs

Function for full factorial designs

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

Function to generate Taguchi style parameter designs

Factorize integer numbers and factors

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

Contrasts for orthogonal Fractional Factorial 2-level designs

expansive.replace

Expansive replacement for two orthogonal arrays

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

Data Frames That List Available Orthogonal Arrays

Function for accessing orthogonal arrays

Function for exporting a design object

Class design and accessors

Class design and its accessor functions

Function to display list of available orthogonal arrays

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

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

Function to add response values to an experimental design

Plotting class design objects

Plotting class design objects

lm and aov method for class design objects

lm and aov methods for class design objects

generalized.word.length

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

Functions for fast calculation of GWLP

Reshape designs with repeated measurements

Reshape designs with repeated measurements

Orthogonal arrays in the package

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

Utility functions for DoE packages, not intended for direct use