Package: nullabor 0.3.12

Di Cook

nullabor: Tools for Graphical Inference

Tools for visual inference. Generate null data sets and null plots using permutation and simulation. Calculate distance metrics for a lineup, and examine the distributions of metrics.

Authors:Hadley Wickham [aut, ctb], Niladri Roy Chowdhury [aut, ctb], Di Cook [aut, cre], Heike Hofmann [aut, ctb]

nullabor_0.3.12.tar.gz
nullabor_0.3.12.tar.gz(r-4.5-noble)nullabor_0.3.12.tar.gz(r-4.4-noble)
nullabor_0.3.12.tgz(r-4.4-emscripten)nullabor_0.3.12.tgz(r-4.3-emscripten)
nullabor.pdf |nullabor.html✨
nullabor/json (API)
NEWS

# Install 'nullabor' in R:

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

Bug tracker:https://github.com/dicook/nullabor/issues

Datasets:

aud - Conversion rate of 1 Australian Doller (AUD) to 1 US Dollar
electoral - Polls and election results from the 2012 US Election
lal - Los Angeles Lakers play-by-play data.
tips - Tipping data
turk_results - Sample turk results
wasps - Wasp gene expression data.

25 exports 0.91 score 49 dependencies 2 dependents 320 scripts 1.3k downloads

Last updated 2 months agofrom:e9f06a9363. Checks:OK: 2. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Aug 21 2024
R-4.5-linux	OK	Aug 21 2024

Exports:bin_dist box_dist calc_diff calc_mean_dist decrypt distmet distplot lineup null_dist null_lm null_permute null_ts opt_bin_diff pvisual reg_dist resid_boot resid_pboot resid_rotate resid_sigma rorschach sample_size sep_dist theme_strip uni_dist visual_power

Dependencies:class cli cluster colorspace cpp11 DEoptimR diptest dplyr fansi farver flexmix fpc generics ggplot2 glue gtable isoband kernlab labeling lattice lifecycle magrittr MASS Matrix mclust mgcv modeltools moments munsell nlme nnet pillar pkgconfig prabclus purrr R6 RColorBrewer rlang robustbase scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

An Introduction to the nullabor package

Rendered fromnullabor.Rmdusingknitr::rmarkdownon Aug 21 2024.

Last update: 2024-07-22
Started: 2014-10-29

Distances between null and data plots

Rendered fromdistances.Rmdusingknitr::rmarkdownon Aug 21 2024.

Last update: 2024-07-22
Started: 2018-09-23

Example lineups

Rendered fromnullabor-examples.Rmdusingknitr::rmarkdownon Aug 21 2024.

Last update: 2020-02-25
Started: 2018-09-23

Citation

Readme and manuals

Help Manual

Help page	Topics
Conversion rate of 1 Australian Doller (AUD) to 1 US Dollar	aud
Binned Distance	bin_dist
Distance based on side by side Boxplots	box_dist
Calculating the difference between true plot and the null plot with the maximum distance.	calc_diff
Calculating the mean distances of each plot in the lineup.	calc_mean_dist
Use decrypt to reveal the position of the real data.	decrypt
Empirical distribution of the distance	distmet
Plotting the distribution of the distance measure	distplot
Polls and election results from the 2012 US Election	electoral
Los Angeles Lakers play-by-play data.	lal
The line-up protocol.	lineup
Generate null data with a specific distribution.	null_dist
Generate null data with null residuals from a model.	null_lm
Generate null data by permuting a variable.	null_permute
Generate null data by simulating from a time series model.	null_ts
Finds the number of bins in x and y direction which gives the maximum binned distance.	opt_bin_diff
P-value calculations.	pvisual
Distance based on the regression parameters	reg_dist
Bootstrap residuals.	resid_boot
Parametric bootstrap residuals.	resid_pboot
Rotation residuals.	resid_rotate
Residuals simulated by a normal model, with specified sigma	resid_sigma
The Rorschach protocol.	rorschach
Sample size calculator	sample_size
Distance based on separation of clusters	sep_dist
A theme to minimally strip away the context	theme_strip
Tipping data	tips
Sample turk results	turk_results
Distance for univariate data	uni_dist
Power calculations.	visual_power
Wasp gene expression data.	wasps