Package: ggDoE 0.8.1

Jose Toledo Luna

ggDoE: Modern Graphs for Design of Experiments with 'ggplot2'

Generate commonly used plots in the field of design of experiments using 'ggplot2'. 'ggDoE' currently supports the following plots: alias matrix, box cox transformation, boxplots, lambda plot, regression diagnostic plots, half normal plots, main and interaction effect plots for factorial designs, contour plots for response surface methodology, Pareto plot, and two dimensional projections of a latin hypercube design.

Authors:Jose Toledo Luna [aut, cre]

ggDoE_0.8.1.tar.gz
ggDoE_0.8.1.zip(r-4.7)ggDoE_0.8.1.zip(r-4.6)ggDoE_0.8.1.zip(r-4.5)
ggDoE_0.8.1.tgz(r-4.6-any)ggDoE_0.8.1.tgz(r-4.5-any)
ggDoE_0.8.1.tar.gz(r-4.7-any)ggDoE_0.8.1.tar.gz(r-4.6-any)
ggDoE_0.8.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ggDoE/json (API)
NEWS

# Install 'ggDoE' in R:

install.packages('ggDoE', repos = c('https://toledo60.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/toledo60/ggdoe/issues

Pkgdown/docs site:https://ggdoe.netlify.app

Datasets:

adapted_epitaxial - Adapted epitaxial layer experiment
aliased_design - D-efficient minimal aliasing design for five factors in 12 runs
girder_experiment - Girder experiment
original_epitaxial - Original epitaxial layer experiment
pulp_experiment - Reflectance Data, Pulp Experiment

On CRAN:

3.81 score 13 stars 6 scripts 270 downloads 14 exports 19 dependencies

Last updated from:31dfddc97f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	142
source / vignettes	OK	188
linux-release-x86_64	OK	132
macos-release-arm64	OK	168
macos-oldrel-arm64	OK	171
windows-devel	OK	115
windows-release	OK	152
windows-oldrel	OK	87
wasm-release	OK	139

Exports:alias_matrix boxcox_transform design_to_tibble gg_boxplots gg_lm gg_rsm half_normal interaction_effects lambda_plot main_effects pairs_plot pareto_plot theme_bw_nogrid viridisPalette

Dependencies:cli cpp11 farver ggplot2 glue gtable insight isoband labeling lifecycle patchwork R6 RColorBrewer rlang S7 scales vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Adapted epitaxial layer experiment	adapted_epitaxial
Color Map on Correlations	alias_matrix
D-efficient minimal aliasing design for five factors in 12 runs	aliased_design
Box-Cox Transformations	boxcox_transform
Convert an object of class `design` to `tibble`	design_to_tibble
Boxplots using ggplot2	gg_boxplots
Regression Diagnostic Plots with ggplot2	gg_lm
Contour plot(s) of a fitted linear model in ggplot2	gg_rsm
Girder experiment	girder_experiment
Half-Normal Effects Plots	half_normal
Two-Factor interaction effects plot for a factorial design	interaction_effects
Lambda Plot: Trace of t-statistics	lambda_plot
Obtain main effect plots in a factorial design	main_effects
Original epitaxial layer experiment	original_epitaxial
Two Dimensional Projections of Latin Hypercube Designs	pairs_plot
Pareto Plot of Effects	pareto_plot
Reflectance Data, Pulp Experiment	pulp_experiment
Theme for plots used in 'ggDoE'	theme_bw_nogrid
Simple viridisLite wrapper	viridisPalette