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

1,698

Version

1.2-11

License

GPL-2

Maintainer

John Lawson

Last Published

September 9th, 2023

Functions in daewr (1.2-11)

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