Design and Analysis of Experiments with R
Contains Data frames and functions used in the book "Design and Analysis of Experiments with R".
Alternate 16 run screening designs
apolipoprotein survey varaince component study
Balanced incomplete blocksize
blood pressure monitor experiment
Confounded Block Dishwashing Experiment
Confounded block fractional mouse growth experiment
Box and Meyer's unreplicated 2^4 from Chapter 3
CO emmisions experiment data from Chapter 3
Definitive Screening Designs
D-efficient Estimation Equivalent Response Surface Designs
F-Distribution critical values
An Effective Design Based Model Fitting Method for Definitive Screening Designs
F-Distribution Power Calculation
This function uses Daniel's Method to find an outlier in an unreplicated 2^{(k-p)} design.
RSM forward regression keeping model hierarchy
This function uses the LGB Method to detect significant effects in unreplicated fractional factorials.
This function does the calculations for the LGB Method to detect significant effects in unreplicated fractional factorials.
Lenth's Plot of Effects
mixture process variable experiment with mayonnaise
Model Robust Factorial Designs
Yields of naphthalene black
Optimum Plackett-Burman Designs
Plackett-Burman Designs
Cattle rations design experiment data from Table 10.16
Split-plot mixture process variable experiment with vinyl
Single array for starting motor experiment
Tetracycline concentration in plasma
Box-Behnken design for trebuchet experiment
This function performs Tukey's single degree of freedom test for interaction in an unreplicated two-factor design
Table 12.24 Experiment with Weld Tensile Strength
Two-period crossover study of antifungal agent
Confounded apple slice browning experiment
2^{(7-3)} arsenic removal experiment
2^{(7-3)} arsenic removal experiment augmented with mirror image
mouse liver enzyme experiment
Extra-period crossover bioequivalence study
Latin Square bioequivalence experiment
Variance component study of calcium in blood serum
Bread rise experiment data from Chapter 2
Split-Plot response surface for cake baking experiment
CCD design for cement workability experiment
Chemical process experiment data from Chapter 3
Williams' crossover design for sprinting experiment
This function makes a colormap of correlations in a design matrix
Table 12.21 Experiment with Elastometric Connector
Control factor array and summary statistics for controller circuit design experiment
Split-plot response surface for ceramic pipe experiment
paecilomyces variotii culture experiment
Data frames and functions for Design and Analysis of Experiments with R
Repeated measures study with dairy cow diets
Data from rat behavior experiment in Chapter 4
Single array and raw response for silicon layer growth experiment
Control array and variance of response for silicon layer growth experiment
Control array and mean response for silicon layer growth experiment
Subsequent steps in a forward stepwise regression that preserves model hierarchy
Forward Stepwise modeling taking into account special structure of Definitive Screening Design
Find first term to enter forward stepwise regression that preserves model hierarchy
This function makes a full normal plot of the elements of the vector called effects
Gauge R&R Study
This function computes the gap statistic which is used to test for an outlier using Daniels method
Unreplicated split-plot fractional-factorial experiment on geometric distortion of drive gears
This function makes a half normal plot of the elements of the vector called effects
low grade hardwood conjoint study
First step in a forward stepwise regression that preserves model hierarchy
Single array for injection molding experiment
Mod function
Blocked response surface design for pastry dough experiment
Pesticide formulation experiment
pesticide application experiment
Unreplicated split-plot 2^5 experiment on plasma treatment of paper
Polvoron mixture experiment
polymerization strength variability study
Complete control factor array and noise factor array for connector experiment
Library of substituted hydroxyphenylurea compounds
generalized RCB golf driving experiment
Herbicide degradation experiment
Rubber Elasticity data
Split-plot experiment on sausage casing with RCB in whole plot
dry mix soup experiment
dry soup mix variance component study
Split-plot cookie baking experiment
Strung out control factor array and raw response data for Ina tile experiment
Sugarbeet data from Chapter 2
taste test panel experiment
Teaching experiment data from Chapter 2
Control factor array and summary statistics for Ina tile experiment
confidence limits for method of moments estimators of variance components
Vinysl plasticizer formulations experiment data
Assay of Viral Contamination experiment data from Chapter 3
Volt meter experiment data from Chapter 3
Web page design experiment data from Chapter 3
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