Releases | Open Source Science

Visualizations with statistical details - ggstatsplot 0.13.1

MAJOR CHANGES

The license for the package has been changed from GPL-3 to MIT.
ggdotplotstats() displays uncertainty (confidence intervals) for the centrality measure estimates in the plot. This is controlled by the conf.int argument. The default is TRUE, which means that the confidence intervals are displayed. If you do not want to display them, set conf.int = FALSE.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 1 year ago

Visualizations with statistical details - ggstatsplot 0.13.0

BREAKING CHANGES

The minimum needed R version is now bumped to R 4.3.

MINOR CHANGES

Fixes failing tests due to {easystats} package updates.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 1 year ago

Visualizations with statistical details - ggstatsplot 0.12.5

MAJOR CHANGES

extract_stats() returns a list of class ggstatsplot_stats which contains all the statistical summaries and expressions for a given plot.
extract_stats(), extract_subtitle(), extract_caption() now works out of the box for the grouped plots as well.

BUG FIXES

ggpiestats() and ggbarstats() now respect ratio() argument for proportion tests run in case of two-way contingency tables (#818).

MINOR CHANGES

Unused dataset has been removed: bugs_wide.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 1 year ago

Visualizations with statistical details - ggstatsplot 0.12.4

MAJOR CHANGES

The feature to superimpose normality curve on a histogram (in gghistostats()) has been removed. This feature always felt like an ad hoc addition to the plot, and has nothing to do with the key statistical analysis in question (which is not about checking the normality of the distribution).

MINOR CHANGES

Updates code to fix warnings coming via updates to easystats packages.

BUG FIXES

Empty groups in factors are no longer dropped in ggpiestats() and ggbarstats() (#935).

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil almost 2 years ago

Visualizations with statistical details - ggstatsplot 0.12.3

MAJOR CHANGES

The cryptic but very useful parameter k has been renamed to digits to improve its discoverability.
To be consistent with other functions, ggpiestats() and ggbarstats() now default to two-sided alternative hypothesis.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 2 years ago

Visualizations with statistical details - ggstatsplot 0.12.0

BREAKING CHANGES

To be internally consistent, the plot.type argument has been removed from ggbetweenstats(), since no such argument exists for ggwithinstats(). This argument was also redundant. Since removing a specific geom is straightforward using *.args arguments. Examples for these two functions illustrate how.
ggbetweenstats() and ggwithinstats() retire pairwise.comparisons argument since it was redundant. In order to turn off showing pairwise comparisons, you can now use pairwise.display = "none".

NEW FEATURES

ggbetweenstats() gets boxplot.args argument to pass additional arguments to the underlying geom function. This also fixes regression introduced in 0.11.1 release where outlier points were displayed along with box plot.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil almost 3 years ago

Visualizations with statistical details - ggstatsplot 0.11.1

BREAKING CHANGES

The outlier tagging functionality in ggbetweenstats() and ggwithinstats() has been removed. It was too crude to be useful or reliable, and users should instead prefer more informative methods (e.g. performance::check_outliers()).

MINOR CHANGES

Fix failures due to changes in {parameters}.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 3 years ago

Visualizations with statistical details - ggstatsplot 0.11.0

BREAKING CHANGES

The minimum needed R version is now bumped to R 4.1 because a crucial dependency ({pbkrtest}) requires this R version.

MINOR CHANGES

Maintenance release to catch up with {ggplot2} and {easystats} updates.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 3 years ago

Visualizations with statistical details - ggstatsplot 0.10.0

BREAKING CHANGES

The output parameter for all functions has been removed. All functions now return only the plot, which itself contains all necessary details that were previously extracted using the output argument. You can extract all the necessary details (including expressions containing statistical details) from a plot using extract_stats() function. There are two additional helpers to get expressions: extract_subtitle() and extract_caption().

MAJOR CHANGES

xfill and yfill arguments for ggscatterstats() have been removed. You can specify all aesthetic modifications for side histograms in scatter plot using xsidehistogram.args and ysidehistogram.args arguments.
Updates to changes made in the latest {ggplot2} release (3.4.0).

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 3 years ago

Visualizations with statistical details - ggstatsplot 0.9.5

MAJOR CHANGES

Due to changes to the underlying API of {parameters}, the effsize argument has been renamed to effectsize.type.
Removes unnecessary re-exports of {tidyverse} operators.

MINOR CHANGES

Fixes tests for changes in dependencies.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 3 years ago

Visualizations with statistical details - ggstatsplot 0.9.4

MINOR CHANGES

Internal housekeeping to adjust to changes in upstream dependencies.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil almost 4 years ago

Visualizations with statistical details - ggstatsplot 0.9.3

MINOR CHANGES

Hot fix release to correct a failing example in CRAN daily checks.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 4 years ago

Visualizations with statistical details - ggstatsplot 0.9.2

MAJOR CHANGES

The pairwise_comparions() function implementation now lives in {statsExpressions} package, although it will continue to be exported from {ggstatsplot} package.
The details about pairwise test for ggbetweenstats() and ggwithinstats() functions are now displayed as a label for the secondary axis. Previously, this information was displayed in the caption. Given that caption already contained Bayesian test details, it was becoming difficult to stack different expressions on top of each other. To avoid unnecessary code complexity and also to avoid crowded caption, this decision was made. Additionally, the pairwise test label has been slightly abbreviated, and so is the label for significance bars. This is done to not let the text overwhelm the numeric values, the latter being more important.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 4 years ago

Visualizations with statistical details - ggstatsplot 0.9.1

MAJOR CHANGES

Moves {PMCMRplus} package from Imports to Suggests. So, if, as a user, you wish to use pairwise comparisons in ggbetweenstats() and ggwithinstats(), you will need to download this package.

MINOR CHANGES

To keep the documentation maintainable, a number of vignettes have either been removed or they are no longer evaluated and only code is reported.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 4 years ago

Visualizations with statistical details - ggstatsplot 0.9.0

NEW FEATURES

The pairwise_comparisons() function for carrying out one-way pairwise comparisons has now moved in {ggstatsplot} from {pairwiseComparisons} package.

BREAKING CHANGES

A number of effect size estimates and their confidence intervals have changed due to respective changes made in {effectsize} package version 0.5 release. For full details of these changes, see: https://easystats.github.io/effectsize/news/index.html
For the same reason, the effect size for one-way contingency table has changed from Cramer's V to Pearson's C.

MAJOR CHANGES

For plotting marginal distributions in ggscatterstats, {ggstatsplot} now relies on ggside package instead of ggExtra. This was done to remove a glaring inconsistency in the API. All functions in {ggstatsplot} produced ggplot objects and could be further modified with ggplot2 functions, except ggscatterstats, which led to a lot of confusion among users (e.g.

28). This change gets rid of this inconsistency. But it comes at a cost:

there is no more marginal.type argument that lets you change the type of marginal distribution graphic and histogram is the only possible option. Note that this is not a breaking change. Your past code will continue to work but it will now always produce a histogram instead of other marginal graphic you might have chosen.
Minimum needed R version is now 4.0.

MINOR CHANGES

Online vignette about combine_plots has been removed. In case you want to create a grid of plots, it is highly recommended that you use patchwork package directly and not this wrapper around it which is mostly useful with {ggstatsplot} plots.
ggscatterstats labeling arguments accept only unquoted inputs now, and not quoted or string inputs. Allowing this was a bad design choice in the past since most functions in {ggstatsplot}, inspired by tidyverse, expect unquoted (x) - and not quoted ("x") - arguments. So this function was the odd one out.
Gets rid of ipmisc dependency.
Removes movies_wide dataset, which was virtually identical to movies_long dataset and was not used anywhere in the package. Also removes the unused VR_dilemma dataset.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil over 4 years ago

Visualizations with statistical details - ggstatsplot 0.8.0

NEW FEATURES

Adds extract_stats function to extract dataframes containing statistical details.

MAJOR CHANGES

There is finally a publication for {ggstatsplot} package! https://joss.theoj.org/papers/10.21105/joss.03167
The ggcoefstats function defaults to NULL for xlab and ylab arguments, which lets users change these labels if they wish to do so. Additionally, the x-axis label, if not specified, now defaults to "estimate". Whether this estimate corresponds to regression coefficient or effect size like partial eta-squared should be clear from the label itself.
To reduce the dependency load, ggcorrplot moves from Imports to Suggests.
The bar.fill argument in gghistostats is retired in favor of the new bin.args argument that can be used to pass aesthetic arguments to ggplot2::stat_bin.
ggstatsplot.layer argument has been retired. If the user chooses a certain ggplot2 theme, it means they want that theme, and not {ggstatsplot}'s varnish on it. So the previous behavior was undesirable. This is a backward compatible change, so the plots should not look different.

MINOR CHANGES

The pch size for ggcorrmat has been increased to 14 (#579) to increase its visibility compared to the correlation value text.
ggwithinstats gains point.args to change geom_point.
Minor change to ggcorrmat legend title - content in parentheses is now shown outside of it.

BUG FIXES

ggcoefstats didn't work when statistic for the given model was chi-squared. This has been fixed.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil almost 5 years ago

Visualizations with statistical details - ggstatsplot 0.7.2

MAJOR CHANGES

To reduce the dependency load, ggExtra moves from Imports to Suggests.
All functions are more robust in the sense that when statistical analysis fails, they will return only the plots with no subtitles/captions. This helps avoid difficult-to-diagnose edge case failures when the primary functions are used in grouped_ functions (e.g., #559). The ggpiestats and ggbarstats functions always behaved this way, but the rest of the functions now also mimic this behavior.

MINOR CHANGES

The ggcoefstats labels do not contain degrees of freedom when they are not available instead of displaying Inf.

Scientific Software - Peer-reviewed - R
Published by IndrajeetPatil about 5 years ago