Package: daewr 1.2-11

daewr: Design and Analysis of Experiments with R

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.

Authors:John Lawson [aut, cre], Gerhard Krennrich [aut], Ruben Amoros [ctr]

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# Install 'daewr' in R:
install.packages('daewr', repos = c('https://johnjsl7.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • Apo - Apolipoprotein survey varaince component study
  • BPmonitor - Blood pressure monitor experiment
  • Bdish - Confounded Block Dishwashing Experiment
  • Bff - Confounded block fractional mouse growth experiment
  • BoxM - Box and Meyer's unreplicated 2^4 from Chapter 3
  • COdata - CO emmisions experiment data from Chapter 3
  • MPV - Mixture process variable experiment with mayonnaise
  • Naph - Yields of naphthalene black
  • Rations - Cattle rations design experiment data from Table 10.16
  • SPMPV - Split-plot mixture process variable experiment with vinyl
  • Smotor - Single array for starting motor experiment
  • Tet - Tetracycline concentration in plasma
  • Treb - Box-Behnken design for trebuchet experiment
  • WeldS - Table 12.24 Experiment with Weld Tensile Strength
  • antifungal - Two-period crossover study of antifungal agent
  • apple - Confounded apple slice browning experiment
  • arso - 2^{(7-3)} arsenic removal experiment
  • augm - 2^{(7-3)} arsenic removal experiment augmented with mirror image
  • bha - Mouse liver enzyme experiment
  • bioequiv - Extra-period crossover bioequivalence study
  • bioeqv - Latin Square bioequivalence experiment
  • blood - Variance component study of calcium in blood serum
  • bread - Bread rise experiment data from Chapter 2
  • cakeb - Split-Plot response surface for cake baking experiment
  • cement - CCD design for cement workability experiment
  • chem - Chemical process experiment data from Chapter 3
  • chipman - Williams' crossover design for sprinting experiment
  • connector - Table 12.21 Experiment with Elastometric Connector
  • cont - Control factor array and summary statistics for controller circuit design experiment
  • cpipe - Split-plot response surface for ceramic pipe experiment
  • culture - Paecilomyces variotii culture experiment
  • dairy - Repeated measures study with dairy cow diets
  • 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
  • gagerr - Gauge R&R Study
  • gear - Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gears
  • hardwood - Low grade hardwood conjoint study
  • inject - Single array for injection molding experiment
  • pastry - Blocked response surface design for pastry dough experiment
  • pest - Pesticide formulation experiment
  • pesticide - Pesticide application experiment
  • plasma - Unreplicated split-plot 2^5 experiment on plasma treatment of paper
  • polvdat - Polvoron mixture experiment
  • polymer - Polymerization strength variability study
  • prodstd - Complete control factor array and noise factor array for connector experiment
  • qsar - Library of substituted hydroxyphenylurea compounds
  • rcb - Generalized RCB golf driving experiment
  • residue - Herbicide degradation experiment
  • rubber - Rubber Elasticity data
  • sausage - Split-plot experiment on sausage casing with RCB in whole plot
  • soup - Dry mix soup experiment
  • soupmx - Dry soup mix variance component study
  • splitPdes - Split-plot cookie baking experiment
  • strung - Repeated measures study with dairy cow diets
  • strungtile - Strung out control factor array and raw response data for Ina tile experiment
  • sugarbeet - Sugarbeet data from Chapter 2
  • taste - Taste test panel experiment
  • teach - Teaching experiment data from Chapter 2
  • tile - Control factor array and summary statistics for Ina tile experiment
  • vinyl - Vinysl plasticizer formulations experiment data
  • virus - Assay of Viral Contamination experiment data from Chapter 3
  • volt - Volt meter experiment data from Chapter 3
  • web - Web page design experiment data from Chapter 3

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

4.01 score 3 stars 3 packages 209 scripts 1.8k downloads 1 mentions 38 exports 2 dependencies

Last updated 1 years agofrom:8fb3ef99f6. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-winOKNov 21 2024
R-4.5-linuxOKNov 21 2024
R-4.4-winOKNov 21 2024
R-4.4-macOKNov 21 2024
R-4.3-winOKNov 21 2024
R-4.3-macOKNov 21 2024

Exports:AltscreenBIBsizecolormapDefScreenEEw1s1EEw1s2EEw1s3EEw2s1EEw2s2EEw2s3EEw3FcritfhstepfhstepDSfirstmFitDefScfnextrmfntrmDSFpowerFpower1Fpower2fullnormalgapstatGaptesthalfnormHierAFSihstepinterleaveLenthPlotLGBLGBcmodModelRobustOptPBPBDesstdordTukey1dfvci

Dependencies:latticestringi

Readme and manuals

Help Manual

Help pageTopics
Data frames and functions for Design and Analysis of Experiments with Rdaewr-package daewr
Alternate 16 run screening designsAltscreen
Two-period crossover study of antifungal agentantifungal
apolipoprotein survey varaince component studyApo
Confounded apple slice browning experimentapple
2^{(7-3)} arsenic removal experimentarso
2^{(7-3)} arsenic removal experiment augmented with mirror imageaugm
Confounded Block Dishwashing ExperimentBdish
Confounded block fractional mouse growth experimentBff
mouse liver enzyme experimentbha
Balanced incomplete blocksizeBIBsize
Extra-period crossover bioequivalence studybioequiv
Latin Square bioequivalence experimentbioeqv
Variance component study of calcium in blood serumblood
Box and Meyer's unreplicated 2^4 from Chapter 3BoxM
blood pressure monitor experimentBPmonitor
Bread rise experiment data from Chapter 2bread
Split-Plot response surface for cake baking experimentcakeb
CCD design for cement workability experimentcement
Chemical process experiment data from Chapter 3chem
Williams' crossover design for sprinting experimentchipman
CO emmisions experiment data from Chapter 3COdata
This function makes a colormap of correlations in a design matrixcolormap
Table 12.21 Experiment with Elastometric Connectorconnector
Control factor array and summary statistics for controller circuit design experimentcont
Split-plot response surface for ceramic pipe experimentcpipe
paecilomyces variotii culture experimentculture
Repeated measures study with dairy cow dietsdairy
Definitive Screening DesignsDefScreen
Data from rat behavior experiment in Chapter 4drug
D-efficient Estimation Equivalent Response Surface DesignsEEw1s1
D-efficient Estimation Equivalent Response Surface DesignsEEw1s2
D-efficient Estimation Equivalent Response Surface DesignsEEw1s3
D-efficient Estimation Equivalent Response Surface DesignsEEw2s1
D-efficient Estimation Equivalent Response Surface DesignsEEw2s2
D-efficient Estimation Equivalent Response Surface DesignsEEw2s3
D-efficient Estimation Equivalent Response Surface DesignsEEw3
Single array and raw response for silicon layer growth experimenteptaxr
Control array and variance of response for silicon layer growth experimenteptaxs2
Control array and mean response for silicon layer growth experimenteptaxyb
F-Distribution critical valuesFcrit
Subsequent steps in a forward stepwise regression that preserves model hierarchyfhstep
Forward Stepwise modeling taking into account special structure of Definitive Screening DesignfhstepDS
Find first term to enter forward stepwise regression that preserves model hierarchyfirstm
An Effective Design Based Model Fitting Method for Definitive Screening DesignsFitDefSc
Find first term to enter forward stepwise regression that preserves model hierarchyfnextrm
Find first term to enter forward stepwise regression that preserves model hierarchyfntrmDS
F-Distribution Power CalculationFpower
F-Distribution Power CalculationFpower1
F-Distribution Power CalculationFpower2
This function makes a full normal plot of the elements of the vector called effectsfullnormal
Gauge R&R Studygagerr
This function computes the gap statistic which is used to test for an outlier using Daniels methodgapstat
This function uses Daniel's Method to find an outlier in an unreplicated 2^{(k-p)} design.Gaptest
Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gearsgear
This function makes a half normal plot of the elements of the vector called effectshalfnorm
low grade hardwood conjoint studyhardwood
RSM forward regression keeping model hierarchyHierAFS
First step in a forward stepwise regression that preserves model hierarchyihstep
Single array for injection molding experimentinject
Interleave vectorsinterleave
Lenth's Plot of EffectsLenthPlot
This function uses the LGB Method to detect significant effects in unreplicated fractional factorials.LGB
This function does the calculations for the LGB Method to detect significant effects in unreplicated fractional factorials.LGBc
Mod functionmod
Model Robust Factorial DesignsModelRobust
mixture process variable experiment with mayonnaiseMPV
Yields of naphthalene blackNaph
Optimum Plackett-Burman DesignsOptPB
Blocked response surface design for pastry dough experimentpastry
Plackett-Burman DesignsPBDes
Pesticide formulation experimentpest
pesticide application experimentpesticide
Unreplicated split-plot 2^5 experiment on plasma treatment of paperplasma
Polvoron mixture experimentpolvdat
polymerization strength variability studypolymer
Complete control factor array and noise factor array for connector experimentprodstd
Library of substituted hydroxyphenylurea compoundsqsar
Cattle rations design experiment data from Table 10.16Rations
generalized RCB golf driving experimentrcb
Herbicide degradation experimentresidue
Rubber Elasticity datarubber
Split-plot experiment on sausage casing with RCB in whole plotsausage
Single array for starting motor experimentSmotor
dry mix soup experimentsoup
dry soup mix variance component studysoupmx
Split-plot cookie baking experimentsplitPdes
Split-plot mixture process variable experiment with vinylSPMPV
Standard Orderstdord
Repeated measures study with dairy cow dietsstrung
Strung out control factor array and raw response data for Ina tile experimentstrungtile
Sugarbeet data from Chapter 2sugarbeet
taste test panel experimenttaste
Teaching experiment data from Chapter 2teach
Tetracycline concentration in plasmaTet
Control factor array and summary statistics for Ina tile experimenttile
Box-Behnken design for trebuchet experimentTreb
This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor designTukey1df
confidence limits for method of moments estimators of variance componentsvci
Vinysl plasticizer formulations experiment datavinyl
Assay of Viral Contamination experiment data from Chapter 3virus
Volt meter experiment data from Chapter 3volt
Web page design experiment data from Chapter 3web
Table 12.24 Experiment with Weld Tensile StrengthWeldS