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daewr (version 1.1-8)

Design and Analysis of Experiments with R

Description

Contains Data frames and functions used in the book "Design and Analysis of Experiments with R".

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Version

Install

install.packages('daewr')

Monthly Downloads

1,698

Version

1.1-8

License

GPL-2

Maintainer

John Lawson

Last Published

January 16th, 2020

Functions in daewr (1.1-8)

Bff

Confounded block fractional mouse growth experiment
COdata

CO emmisions experiment data from Chapter 3
BPmonitor

blood pressure monitor experiment
EEw2s1

D-efficient Estimation Equivalent Response Surface Designs
EEw2s2

D-efficient Estimation Equivalent Response Surface Designs
Gaptest

This function uses Daniel's Method to find an outlier in an unreplicated \(2^{(k-p)}\) design.
Fpower1

F-Distribution Power Calculation
Apo

apolipoprotein survey varaince component study
Fpower2

F-Distribution Power Calculation
ModelRobust

Model Robust Factorial Designs
Naph

Yields of naphthalene black
LGB

This function uses the LGB Method to detect significant effects in unreplicated fractional factorials.
DefScreen

Definitive Screening Designs
EEw1s1

D-efficient Estimation Equivalent Response Surface Designs
culture

paecilomyces variotii culture experiment
apple

Confounded apple slice browning experiment
cpipe

Split-plot response surface for ceramic pipe experiment
antifungal

Two-period crossover study of antifungal agent
fhstep

This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
EEw1s3

D-efficient Estimation Equivalent Response Surface Designs
arso

\(2^{(7-3)}\) arsenic removal experiment
EEw1s2

D-efficient Estimation Equivalent Response Surface Designs
fullnormal

This function makes a full normal plot of the elements of the vector called effects
colormap

This function makes a colormap of correlations in a design matrix
pastry

Blocked response surface design for pastry dough experiment
pest

Pesticide formulation experiment
Tet

Tetracycline concentration in plasma
bioequiv

Extra-period crossover bioequivalence study
Smotor

Single array for starting motor experiment
cont

Control factor array and summary statistics for controller circuit design experiment
bha

mouse liver enzyme experiment
augm

\(2^{(7-3)}\) arsenic removal experiment augmented with mirror image
Fcrit

F-Distribution critical values
LGBc

This function does the calculations for the LGB Method to detect significant effects in unreplicated fractional factorials.
gagerr

Gauge R&R Study
Fpower

F-Distribution Power Calculation
gapstat

This function computes the gap statistic which is used to test for an outlier using Daniels method
cake

Split-Plot response surface for cake baking experiment
virus

Assay of Viral Contamination experiment data from Chapter 3
vci

confidence limits for method of moments estimators of variance components
polvdat

Polvoron mixture experiment
Treb

Box-Behnken design for trebuchet experiment
polymer

polymerization strength variability study
MPV

mixture process variable experiment with mayonnaise
inject

Single array for injection molding experiment
cement

CCD design for cement workability experiment
mod

Mod function
drug

Data from rat behavior experiment in Chapter 4
Tukey1df

This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
bioeqv

Latin Square bioequivalence experiment
EEw2s3

D-efficient Estimation Equivalent Response Surface Designs
OptPB

Optimum Plackett-Burman Designs
SPMPV

Split-plot mixture process variable experiment with vinyl
eptaxr

Single array and raw response for silicon layer growth experiment
EEw3

D-efficient Estimation Equivalent Response Surface Designs
hardwood

low grade hardwood conjoint study
bread

Bread rise experiment data from Chapter 2
volt

Volt meter experiment data from Chapter 3
teach

Teaching experiment data from Chapter 2
bstep

This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
qsar

Library of substituted hydroxyphenylurea compounds
prodstd

Complete control factor array and noise factor array for connector experiment
ihstep

This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
tile

Control factor array and summary statistics for Ina tile experiment
web

Web page design experiment data from Chapter 3
eptaxs2

Control array and variance of response for silicon layer growth experiment
rcb

generalized RCB golf driving experiment
eptaxyb

Control array and mean response for silicon layer growth experiment
blood

Variance component study of calcium in blood serum
residue

Herbicide degradation experiment
taste

taste test panel experiment
halfnorm

This function makes a half normal plot of the elements of the vector called effects
rubber

Rubber Elasticity data
sausage

Split-plot experiment on sausage casing with RCB in whole plot
gear

Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gears
sugarbeet

Sugarbeet data from Chapter 2
chem

Chemical process experiment data from Chapter 3
dairy

Repeated measures study with dairy cow diets
chipman

Williams' crossover design for sprinting experiment
daewr-package

Data frames and functions for Design and Analysis of Experiments with R
splitPdes

Split-plot cookie baking experiment
step.forward

RSM forward regression keeping model hierarchy
pesticide

pesticide application experiment
plasma

Unreplicated split-plot \(2^5\) experiment on plasma treatment of paper
strungtile

Strung out control factor array and raw response data for Ina tile experiment
soupmx

dry soup mix variance component study
strung

Repeated measures study with dairy cow diets
soup

dry mix soup experiment
BoxM

Box and Meyer's unreplicated \(2^4\) from Chapter 3
Bdish

Confounded Block Dishwashing Experiment
BIBsize

Balanced incomplete blocksize
Altscreen

Alternate 16 run screening designs