Design and Analysis of Experiments with R


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Documentation for package ‘daewr’ version 1.2-7

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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 --

cake Split-Plot response surface for cake baking experiment
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

-- 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
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