R: Design and Analysis of Experiments with R

# Design and Analysis of Experiments with R

## Documentation for package ‘daewr’ version 1.2-11

- DESCRIPTION file.

## Help Pages

A B C D E F G H I L M N O P Q R S T V W

daewr-package | Data frames and functions for Design and Analysis of Experiments with R

## -- A --

Altscreen | Alternate 16 run screening designs
antifungal | Two-period crossover study of antifungal agent
Apo | apolipoprotein survey varaince component study
apple | Confounded apple slice browning experiment
arso | 2^{(7-3)} arsenic removal experiment
augm | 2^{(7-3)} arsenic removal experiment augmented with mirror image

## -- B --

Bdish | Confounded Block Dishwashing Experiment
Bff | Confounded block fractional mouse growth experiment
bha | mouse liver enzyme experiment
BIBsize | Balanced incomplete blocksize
bioequiv | Extra-period crossover bioequivalence study
bioeqv | Latin Square bioequivalence experiment
blood | Variance component study of calcium in blood serum
BoxM | Box and Meyer's unreplicated 2^4 from Chapter 3
BPmonitor | blood pressure monitor experiment
bread | Bread rise experiment data from Chapter 2

## -- C --

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
COdata | CO emmisions experiment data from Chapter 3
colormap | This function makes a colormap of correlations in a design matrix
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

## -- D --

daewr | Data frames and functions for Design and Analysis of Experiments with R
dairy | Repeated measures study with dairy cow diets
DefScreen | Definitive Screening Designs
drug | Data from rat behavior experiment in Chapter 4

## -- E --

EEw1s1 | D-efficient Estimation Equivalent Response Surface Designs
EEw1s2 | D-efficient Estimation Equivalent Response Surface Designs
EEw1s3 | D-efficient Estimation Equivalent Response Surface Designs
EEw2s1 | D-efficient Estimation Equivalent Response Surface Designs
EEw2s2 | D-efficient Estimation Equivalent Response Surface Designs
EEw2s3 | D-efficient Estimation Equivalent Response Surface Designs
EEw3 | D-efficient Estimation Equivalent Response Surface Designs
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

## -- F --

Fcrit | F-Distribution critical values
fhstep | Subsequent steps in a forward stepwise regression that preserves model hierarchy
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
FitDefSc | An Effective Design Based Model Fitting Method for Definitive Screening Designs
fnextrm | Find first term to enter forward stepwise regression that preserves model hierarchy
fntrmDS | Find first term to enter forward stepwise regression that preserves model hierarchy
Fpower | F-Distribution Power Calculation
Fpower1 | F-Distribution Power Calculation
Fpower2 | F-Distribution Power Calculation
fullnormal | This function makes a full normal plot of the elements of the vector called effects

## -- G --

gagerr | Gauge R&R Study
gapstat | This function computes the gap statistic which is used to test for an outlier using Daniels method
Gaptest | This function uses Daniel's Method to find an outlier in an unreplicated 2^{(k-p)} design.
gear | Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gears

## -- H --

halfnorm | This function makes a half normal plot of the elements of the vector called effects
hardwood | low grade hardwood conjoint study
HierAFS | RSM forward regression keeping model hierarchy

## -- I --

ihstep | First step in a forward stepwise regression that preserves model hierarchy
inject | Single array for injection molding experiment
interleave | Interleave vectors

## -- L --

LenthPlot | Lenth's Plot of Effects
LGB | This function uses the LGB Method to detect significant effects in unreplicated fractional factorials.
LGBc | This function does the calculations for the LGB Method to detect significant effects in unreplicated fractional factorials.

## -- M --

mod | Mod function
ModelRobust | Model Robust Factorial Designs
MPV | mixture process variable experiment with mayonnaise

## -- N --

Naph | Yields of naphthalene black

## -- O --

OptPB | Optimum Plackett-Burman Designs

## -- P --

pastry | Blocked response surface design for pastry dough experiment
PBDes | Plackett-Burman Designs
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

## -- Q --

qsar | Library of substituted hydroxyphenylurea compounds

## -- R --

Rations | Cattle rations design experiment data from Table 10.16
rcb | generalized RCB golf driving experiment
residue | Herbicide degradation experiment
rubber | Rubber Elasticity data

## -- S --

sausage | Split-plot experiment on sausage casing with RCB in whole plot
Smotor | Single array for starting motor experiment
soup | dry mix soup experiment
soupmx | dry soup mix variance component study
splitPdes | Split-plot cookie baking experiment
SPMPV | Split-plot mixture process variable experiment with vinyl
stdord | Standard Order
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

## -- T --

taste | taste test panel experiment
teach | Teaching experiment data from Chapter 2
Tet | Tetracycline concentration in plasma
tile | Control factor array and summary statistics for Ina tile experiment
Treb | Box-Behnken design for trebuchet experiment
Tukey1df | This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design

## -- V --

vci | confidence limits for method of moments estimators of variance components
vinyl | Vinysl plasticizer formulations experiment data
virus | Assay of Viral Contamination experiment data from Chapter 3
volt | Volt meter experiment data from Chapter 3

## -- W --

web | Web page design experiment data from Chapter 3
WeldS | Table 12.24 Experiment with Weld Tensile Strength