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daewr (version 1.2-7)

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

1.2-7

License

GPL-2

Maintainer

John Lawson

Last Published

March 15th, 2021

Functions in daewr (1.2-7)

COdata

CO emmisions experiment data from Chapter 3

BPmonitor

blood pressure monitor experiment

EEw1s1

D-efficient Estimation Equivalent Response Surface Designs

DefScreen

Definitive Screening Designs

Apo

apolipoprotein survey varaince component study

Bdish

Confounded Block Dishwashing Experiment

FitDefSc

An Effective Design Based Model Fitting Method for Definitive Screening Designs

Fpower

F-Distribution Power Calculation

EEw2s1

D-efficient Estimation Equivalent Response Surface Designs

Fpower1

F-Distribution Power Calculation

Bff

Confounded block fractional mouse growth experiment

EEw1s2

D-efficient Estimation Equivalent Response Surface Designs

Fpower2

F-Distribution Power Calculation

EEw3

D-efficient Estimation Equivalent Response Surface Designs

EEw2s3

D-efficient Estimation Equivalent Response Surface Designs

BIBsize

Balanced incomplete blocksize

BoxM

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

HierAFS

RSM forward regression keeping model hierarchy

Altscreen

Alternate 16 run screening designs

LGB

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

MPV

mixture process variable experiment with mayonnaise

Naph

Yields of naphthalene black

Fcrit

F-Distribution critical values

EEw1s3

D-efficient Estimation Equivalent Response Surface Designs

antifungal

Two-period crossover study of antifungal agent

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.

apple

Confounded apple slice browning experiment

ModelRobust

Model Robust Factorial Designs

Tukey1df

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

bioequiv

Extra-period crossover bioequivalence study

cont

Control factor array and summary statistics for controller circuit design experiment

bha

mouse liver enzyme experiment

cpipe

Split-plot response surface for ceramic pipe experiment

LGBc

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

fhstepDS

Forward Stepwise modeling taking into account special structure of Definitive Screening Design

LenthPlot

Lenth's Plot of Effects

bioeqv

Latin Square bioequivalence experiment

WeldS

Table 12.24 Experiment with Weld Tensile Strength

PBDes

Plackett-Burman Designs

Smotor

Single array for starting motor experiment

arso

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

SPMPV

Split-plot mixture process variable experiment with vinyl

blood

Variance component study of calcium in blood serum

firstm

Find first term to enter forward stepwise regression that preserves model hierarchy

OptPB

Optimum Plackett-Burman Designs

ihstep

First step in a forward stepwise regression that preserves model hierarchy

Treb

Box-Behnken design for trebuchet experiment

bread

Bread rise experiment data from Chapter 2

Tet

Tetracycline concentration in plasma

culture

paecilomyces variotii culture experiment

daewr-package

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

gear

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

gapstat

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

chem

Chemical process experiment data from Chapter 3

virus

Assay of Viral Contamination experiment data from Chapter 3

cake

Split-Plot response surface for cake baking experiment

volt

Volt meter experiment data from Chapter 3

dairy

Repeated measures study with dairy cow diets

Rations

Cattle rations design experiment data from Table 10.16

augm

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

inject

Single array for injection molding experiment

drug

Data from rat behavior experiment in Chapter 4

chipman

Williams' crossover design for sprinting experiment

fhstep

Subsequent steps in a forward stepwise regression that preserves model hierarchy

plasma

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

eptaxr

Single array and raw response for silicon layer growth experiment

eptaxyb

Control array and mean response for silicon layer growth experiment

polvdat

Polvoron mixture experiment

soupmx

dry soup mix variance component study

splitPdes

Split-plot cookie baking experiment

eptaxs2

Control array and variance of response for silicon layer growth experiment

cakeb

Split-Plot response surface for cake baking experiment

fullnormal

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

gagerr

Gauge R&R Study

web

Web page design experiment data from Chapter 3

cement

CCD design for cement workability experiment

soup

dry mix soup experiment

sausage

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

mod

Mod function

pesticide

pesticide application experiment

pest

Pesticide formulation experiment

rubber

Rubber Elasticity data

vci

confidence limits for method of moments estimators of variance components

residue

Herbicide degradation experiment

pastry

Blocked response surface design for pastry dough experiment

polymer

polymerization strength variability study

vinyl

Vinysl plasticizer formulations experiment data

tile

Control factor array and summary statistics for Ina tile experiment

strung

Repeated measures study with dairy cow diets

colormap

This function makes a colormap of correlations in a design matrix

strungtile

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

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

halfnorm

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

teach

Teaching experiment data from Chapter 2

prodstd

Complete control factor array and noise factor array for connector experiment

connector

Table 12.21 Experiment with Elastometric Connector

hardwood

low grade hardwood conjoint study

qsar

Library of substituted hydroxyphenylurea compounds

rcb

generalized RCB golf driving experiment

sugarbeet

Sugarbeet data from Chapter 2

taste

taste test panel experiment