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daewr (version 1.2-11)
Design and Analysis of Experiments with R
Description
Contains Data frames and functions used in the book "Design and Analysis of Experiments with R", Lawson(2015) ISBN-13:978-1-4398-6813-3.
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Install
install.packages('daewr')
Monthly Downloads
1,989
Version
1.2-11
License
GPL-2
Maintainer
John Lawson
Last Published
September 9th, 2023
Functions in daewr (1.2-11)
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Naph
Yields of naphthalene black
EEw1s3
D-efficient Estimation Equivalent Response Surface Designs
HierAFS
RSM forward regression keeping model hierarchy
OptPB
Optimum Plackett-Burman Designs
LenthPlot
Lenth's Plot of Effects
LGBc
This function does the calculations for the LGB Method to detect significant effects in unreplicated fractional factorials.
Fpower
F-Distribution Power Calculation
Fpower1
F-Distribution Power Calculation
PBDes
Plackett-Burman Designs
Gaptest
This function uses Daniel's Method to find an outlier in an unreplicated \(2^{(k-p)}\) design.
Rations
Cattle rations design experiment data from Table 10.16
Fpower2
F-Distribution Power Calculation
bread
Bread rise experiment data from Chapter 2
SPMPV
Split-plot mixture process variable experiment with vinyl
MPV
mixture process variable experiment with mayonnaise
cement
CCD design for cement workability experiment
LGB
This function uses the LGB Method to detect significant effects in unreplicated fractional factorials.
antifungal
Two-period crossover study of antifungal agent
cakeb
Split-Plot response surface for cake baking experiment
Tukey1df
This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
apple
Confounded apple slice browning experiment
Smotor
Single array for starting motor experiment
Tet
Tetracycline concentration in plasma
ModelRobust
Model Robust Factorial Designs
WeldS
Table 12.24 Experiment with Weld Tensile Strength
chem
Chemical process experiment data from Chapter 3
Treb
Box-Behnken design for trebuchet experiment
drug
Data from rat behavior experiment in Chapter 4
eptaxr
Single array and raw response for silicon layer growth experiment
eptaxs2
Control array and variance of response for silicon layer growth experiment
eptaxyb
Control array and mean response for silicon layer growth experiment
connector
Table 12.21 Experiment with Elastometric Connector
bioeqv
Latin Square bioequivalence experiment
augm
\(2^{(7-3)}\) arsenic removal experiment augmented with mirror image
chipman
Williams' crossover design for sprinting experiment
arso
\(2^{(7-3)}\) arsenic removal experiment
ihstep
First step in a forward stepwise regression that preserves model hierarchy
hardwood
low grade hardwood conjoint study
interleave
Interleave vectors
fhstepDS
Forward Stepwise modeling taking into account special structure of Definitive Screening Design
firstm
Find first term to enter forward stepwise regression that preserves model hierarchy
cont
Control factor array and summary statistics for controller circuit design experiment
fhstep
Subsequent steps in a forward stepwise regression that preserves model hierarchy
inject
Single array for injection molding experiment
culture
paecilomyces variotii culture experiment
plasma
Unreplicated split-plot \(2^5\) experiment on plasma treatment of paper
blood
Variance component study of calcium in blood serum
cpipe
Split-plot response surface for ceramic pipe experiment
fnextrm
Find first term to enter forward stepwise regression that preserves model hierarchy
bioequiv
Extra-period crossover bioequivalence study
vinyl
Vinysl plasticizer formulations experiment data
daewr-package
Data frames and functions for Design and Analysis of Experiments with R
bha
mouse liver enzyme experiment
dairy
Repeated measures study with dairy cow diets
taste
taste test panel experiment
teach
Teaching experiment data from Chapter 2
virus
Assay of Viral Contamination experiment data from Chapter 3
gagerr
Gauge R&R Study
gapstat
This function computes the gap statistic which is used to test for an outlier using Daniels method
gear
Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gears
fullnormal
This function makes a full normal plot of the elements of the vector called effects
stdord
Standard Order
soup
dry mix soup experiment
sausage
Split-plot experiment on sausage casing with RCB in whole plot
pesticide
pesticide application experiment
residue
Herbicide degradation experiment
fntrmDS
Find first term to enter forward stepwise regression that preserves model hierarchy
halfnorm
This function makes a half normal plot of the elements of the vector called effects
rubber
Rubber Elasticity data
colormap
This function makes a colormap of correlations in a design matrix
pest
Pesticide formulation experiment
qsar
Library of substituted hydroxyphenylurea compounds
strungtile
Strung out control factor array and raw response data for Ina tile experiment
polvdat
Polvoron mixture experiment
rcb
generalized RCB golf driving experiment
sugarbeet
Sugarbeet data from Chapter 2
mod
Mod function
strung
Repeated measures study with dairy cow diets
soupmx
dry soup mix variance component study
splitPdes
Split-plot cookie baking experiment
tile
Control factor array and summary statistics for Ina tile experiment
prodstd
Complete control factor array and noise factor array for connector experiment
pastry
Blocked response surface design for pastry dough experiment
vci
confidence limits for method of moments estimators of variance components
volt
Volt meter experiment data from Chapter 3
polymer
polymerization strength variability study
web
Web page design experiment data from Chapter 3
DefScreen
Definitive Screening Designs
EEw1s1
D-efficient Estimation Equivalent Response Surface Designs
EEw2s3
D-efficient Estimation Equivalent Response Surface Designs
EEw1s2
D-efficient Estimation Equivalent Response Surface Designs
Altscreen
Alternate 16 run screening designs
Apo
apolipoprotein survey varaince component study
EEw3
D-efficient Estimation Equivalent Response Surface Designs
BIBsize
Balanced incomplete blocksize
BPmonitor
blood pressure monitor experiment
EEw2s1
D-efficient Estimation Equivalent Response Surface Designs
BoxM
Box and Meyer's unreplicated \(2^4\) from Chapter 3
COdata
CO emmisions experiment data from Chapter 3
EEw2s2
D-efficient Estimation Equivalent Response Surface Designs
Bdish
Confounded Block Dishwashing Experiment
Bff
Confounded block fractional mouse growth experiment
Fcrit
F-Distribution critical values
FitDefSc
An Effective Design Based Model Fitting Method for Definitive Screening Designs