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Software Open Access

sjPlot - Data Visualization for Statistics in Social Science.

Daniel Lüdecke


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  <identifier identifierType="DOI">10.5281/zenodo.1310947</identifier>
  <creators>
    <creator>
      <creatorName>Daniel Lüdecke</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8895-3206</nameIdentifier>
      <affiliation>Universitätsklinikum Hamburg-Eppendorf</affiliation>
    </creator>
  </creators>
  <titles>
    <title>sjPlot - Data Visualization for Statistics in Social Science.</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <dates>
    <date dateType="Issued">2018-07-12</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1310947</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://github.com/strengejacke/sjPlot/tree/2.5.0</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1308157</relatedIdentifier>
  </relatedIdentifiers>
  <version>2.5.0</version>
  <rightsList>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;New functions&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;code&gt;tab_model()&lt;/code&gt; as replacement for &lt;code&gt;sjt.lm()&lt;/code&gt;, &lt;code&gt;sjt.glm()&lt;/code&gt;, &lt;code&gt;sjt.lmer()&lt;/code&gt; and &lt;code&gt;sjt.glmer()&lt;/code&gt;. Furthermore, &lt;code&gt;tab_model()&lt;/code&gt; is designed to work with the same model-objects as &lt;code&gt;plot_model()&lt;/code&gt;.&lt;/li&gt;
	&lt;li&gt;New colour scales for ggplot-objects: &lt;code&gt;scale_fill_sjplot()&lt;/code&gt; and &lt;code&gt;scale_color_sjplot()&lt;/code&gt;. These provide predifined colour palettes from this package.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;show_sjplot_pals()&lt;/code&gt; to show all predefined colour palettes provided by this package.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;sjplot_pal()&lt;/code&gt; to return colour values of a specific palette.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Deprecated&lt;/p&gt;

&lt;p&gt;Following functions are now deprecated:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;code&gt;sjp.lm()&lt;/code&gt;, &lt;code&gt;sjp.glm()&lt;/code&gt;, &lt;code&gt;sjp.lmer()&lt;/code&gt;, &lt;code&gt;sjp.glmer()&lt;/code&gt; and &lt;code&gt;sjp.int()&lt;/code&gt;. Please use &lt;code&gt;plot_model()&lt;/code&gt; instead.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;sjt.frq()&lt;/code&gt;. Please use &lt;code&gt;sjmisc::frq(out = &amp;quot;v&amp;quot;)&lt;/code&gt; instead.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Removed / Defunct&lt;/p&gt;

&lt;p&gt;Following functions are now defunct:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;code&gt;sjt.grpmean()&lt;/code&gt;, &lt;code&gt;sjt.mwu()&lt;/code&gt; and &lt;code&gt;sjt.df()&lt;/code&gt;. The replacements are &lt;code&gt;sjstats::grpmean()&lt;/code&gt;, &lt;code&gt;sjstats::mwu()&lt;/code&gt; and &lt;code&gt;tab_df()&lt;/code&gt; resp. &lt;code&gt;tab_dfs()&lt;/code&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Changes to functions&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; and &lt;code&gt;plot_models()&lt;/code&gt; get a &lt;code&gt;prefix.labels&lt;/code&gt;-argument, to prefix automatically retrieved term labels with either the related variable name or label.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; gets a &lt;code&gt;show.zeroinf&lt;/code&gt;-argument to show or hide the zero-inflation-part of models in the plot.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; gets a &lt;code&gt;jitter&lt;/code&gt;-argument to add some random variation to data points for those plot types that accept &lt;code&gt;show.data = TRUE&lt;/code&gt;.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; gets a &lt;code&gt;legend.title&lt;/code&gt;-argument to define the legend title for plots that display a legend.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; now passes more arguments in &lt;code&gt;...&lt;/code&gt; down to &lt;code&gt;ggeffects::plot()&lt;/code&gt; for marginal effects plots.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; now plots the zero-inflated part of the model for &lt;code&gt;brmsfit&lt;/code&gt;-objects.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; now plots multivariate response models, i.e. models with multiple outcomes.&lt;/li&gt;
	&lt;li&gt;Diagnostic plots in &lt;code&gt;plot_model()&lt;/code&gt; (&lt;code&gt;type = &amp;quot;diag&amp;quot;&lt;/code&gt;) can now also be used with &lt;code&gt;brmsfit&lt;/code&gt;-objects.&lt;/li&gt;
	&lt;li&gt;Axis limits of diagnostic plots in &lt;code&gt;plot_model()&lt;/code&gt; (&lt;code&gt;type = &amp;quot;diag&amp;quot;&lt;/code&gt;) for Stan-models (&lt;code&gt;brmsfit&lt;/code&gt; or &lt;code&gt;stanreg&lt;/code&gt; resp. &lt;code&gt;stanfit&lt;/code&gt;) can now be set with the &lt;code&gt;axis.lim&lt;/code&gt;-argument.&lt;/li&gt;
	&lt;li&gt;The &lt;code&gt;grid.breaks&lt;/code&gt;-argument for &lt;code&gt;plot_model()&lt;/code&gt; and &lt;code&gt;plot_models()&lt;/code&gt; now also takes a vector of values to directly define the grid breaks for the plot.&lt;/li&gt;
	&lt;li&gt;Better default calculation for grid breaks in &lt;code&gt;plot_model()&lt;/code&gt; and &lt;code&gt;plot_models()&lt;/code&gt; when the &lt;code&gt;grid.breaks&lt;/code&gt;-argument is of length one.&lt;/li&gt;
	&lt;li&gt;The &lt;code&gt;terms&lt;/code&gt;-argument for &lt;code&gt;plot_model()&lt;/code&gt; now also allows the specification of a range of numeric values in square brackets for marginal effects plots, e.g. &lt;code&gt;terms = &amp;quot;age [30:50]&amp;quot;&lt;/code&gt; or &lt;code&gt;terms = &amp;quot;age [pretty]&amp;quot;&lt;/code&gt;.&lt;/li&gt;
	&lt;li&gt;For coefficient-plots, the &lt;code&gt;terms&lt;/code&gt;- and &lt;code&gt;rm.terms&lt;/code&gt;-arguments for &lt;code&gt;plot_model()&lt;/code&gt; now also allows specification of factor levels for categorical terms. Coefficients for the indicted factor levels are kept resp. removed (see &lt;code&gt;?plot_model&lt;/code&gt; for details).&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model()&lt;/code&gt; now supports &lt;code&gt;clmm&lt;/code&gt;-objects (package &lt;em&gt;ordinal&lt;/em&gt;).&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model(type = &amp;quot;diag&amp;quot;)&lt;/code&gt; now also shows random-effects QQ-plots for &lt;code&gt;glmmTMB&lt;/code&gt;-models, and also plots random-effects QQ-plots for all random effects (if model has more than one random effect term).&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Bug fixes&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;code&gt;plot_model(type = &amp;quot;re&amp;quot;)&lt;/code&gt; now supports standard errors and confidence intervals for &lt;code&gt;glmmTMB&lt;/code&gt;-objects.&lt;/li&gt;
	&lt;li&gt;Fixed typo for &lt;code&gt;glmmTMB&lt;/code&gt;-tidier, which may have returned wrong data for zero-inflation part of model.&lt;/li&gt;
	&lt;li&gt;Multiple random intercepts for multilevel models fitted with &lt;code&gt;brms&lt;/code&gt; area now shown in each own facet per intercept.&lt;/li&gt;
	&lt;li&gt;Remove unnecessary warning in &lt;code&gt;sjp.likert()&lt;/code&gt; for uneven category count when neutral category is specified.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;plot_model(type = &amp;quot;int&amp;quot;)&lt;/code&gt; could not automatically select &lt;code&gt;mdrt.values&lt;/code&gt; properly for non-integer variables.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;sjp.grpfrq()&lt;/code&gt; now correctly uses the complete space in facets when &lt;code&gt;facet.grid = TRUE&lt;/code&gt;.&lt;/li&gt;
	&lt;li&gt;&lt;code&gt;sjp.grpfrq(type = &amp;quot;boxplot&amp;quot;)&lt;/code&gt; did not correctly label the x-axis when one category had no elements in a vector.&lt;/li&gt;
	&lt;li&gt;Problems with German umlauts when printing HTML tables were fixed.&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>
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