modelsummary 0.10.0

• New exponentiate argument for modelsummary() and modelplot()
• gof_map accepts a vector such as c("rmse", "nobs", "r.squared")
• Drop rlang dependency
• Bug fixes

modelsummary 0.9.6

datasummary_balance:

• Accepts ~ 1 as a formula to summarize all data.

Misc:

• documentation improvements
• RMSE included by default in models of class lm

modelsummary 0.9.5

modelsummary:

• vcov strings like HC1 and Robust are now case-insensitive
• gof_map now accepts a data.frame or tibble with a fmt list-column which includes functions (see Examples in docs)
• R2 is no longer computed by default for bayesian and mixed effects models. An informative one-time warning is printed about the metrics argument.

datasummary_skim:

• Histograms now work in Jupyter
• Bugfix: harmless error message is no longer printed

kableExtra factory:

• The col.names argument can now be passed to kableExtra::kbl through the … ellipsis.

Misc:

• Many small improvements to the vignettes and docs
• output = "github_document" is now supported

modelsummary 0.9.4

• Bug fix: siunitx and rounding NA

modelsummary 0.9.3

modelsummary:

• F statistic takes into account vcov argument
• Support group = group ~ model + term

datasummary_balance:

• Weighted means and standard deviations are now supported. Counts and percentages are not, but raise a warning.

Misc:

• Bugfix: rounding in LaTeX w/ siunitx and NaN entries.
• output=‘jupyter’ no longer prints an extraneous TRUE to the notebook

modelsummary 0.9.2

modelsummary:

• Improved vcov argument handling for fixest models (#357 by @grantmcdermott)
• Fix display of fixest::i() variables and interactions (#361 by @grantmcdermott)
• Consistent display of clustered SEs (#356, #363 and #366 by @grantmcdermott)

datasummary_correlation:

• add_rows and add_columns arguments are now available here.

Misc:

• Global options for output factories are renamed: modelsummary_factory_default, modelsummary_factory_html, etc.
• Hot fix for change in R-devel behavior or intersect

Bug fixes:

• datasummary_balance: escape variable names when escape=TRUE
• Blogdown LaTeX dependency bug when output is HTML

modelsummary 0.9.1

Breaking change:

• Support for dcolumn for dot-aligned columns is deprecated. Use “d” in the align argument instead.

Other changes:

• LaTeX output: Numeric entries are wrapped in the \num{} function from the siunitx package by default. This produces much nicer formatting. This can be disabled with a global option. See ?modelsummary
• The align argument accepts a “d” column for dot-alignment using the siunitx LaTeX package: align="ldd".
• HTML tables display proper minus signs.
• New escape argument in most table-building functions.
• LaTeX output accepts the threeparttable=TRUE argument through ...
• No more dependency on tidyr

modelsummary:

• group: The order of terms in the formula determines the order of rows/columns

modelsummary_wide:

• Note: This function will eventually be deprecated
• Bugfix with statistic=NULL.

modelplot:

• Preserves order of models in the user-supplied list

datasummary_crosstab:

• statistic=NULL produces a very basic crosstab

datasummary_crosstab:

• Default alignment “lrrrrr” consistent with other datasummary_* functions

modelsummary 0.8.1

modelsummary:

• Disable stars footnote with options("modelsummary_stars_note" = FALSE)
• longtable=TRUE works for LaTeX output
• Interactions with “:” are no longer converted to “x” when coef_map or coef_rename are used.
• group = model ~ term + group is now supported.

datasummary_skim:

• datasummary_skim("categorical") keeps NA by default. Users can convert variables to factors before calling datasummary_skim to exclude NA.

Other:

• Improved warnings for bad calls: modelsummary(model1, model2)
• gt titles use the new caption argument in the gt 0.3.0 function
• Bug fix: Overaggressive tests for glue strings prevented functions inside {}

modelsummary 0.8.0

Breaking change:

• The default significance markers stars=TRUE have been updated to be consistent with the default output from base R (e.g., in summary.lm). The new significance thresholds are: “+” p < 0.1, “" p < 0.05, "" p < 0.01, "” p < 0.001

datasummary_crosstab:

• New function to produce cross-tabulations

datasummary:

• N is smart enough to return either the number of elements in a subset or the number of non-missing observations in a variable

datasummary_balance:

• Keeps NAs in factor variables by default. Users can convert their variables with the factor() function to omit NAs automatically.

modelsummary:

• themes can be set using global options (experimental)
• new vcov options: “bootstrap”, “HAC”, “NeweyWest”, “Andrews”, “panel-corrected”, “weave”, “outer-product”
• A valid get_gof (glance) is now optional.
• … is pushed through to sandwich, which allows things like: modelsummary(model, vcov = "bootstrap", R = 1000, cluster = "firm")

Other:

• Jupyter notebook support via output="jupyter"
• Bug fixes

modelsummary 0.7.0

modelsummary:

• new arguments for modelsummary: group and group_map for grouped parameters (e.g., outcome levels in multinomial logit or components of gamlss model).
• dvnames() makes it easy to get dependent variable column titles (thanks to @NickCH-K)
• output="modelsummary_list" to save a lightweight list-based representation of the table which can be saved and fed to modelsummary once more to get a full table.
• vcov adds a row to note the type of standard errors.
• modelsummary accepts a single model with multiple vcovs.
• get_gof forwards … to model_performance
• coef_map accepts unnamed vectors for easy subsetting
• fixest::fixest_multi support
• options(modelsummary_get) to set the order of extraction functions to use under the hood (broom vs. easystats vs. all)
• metrics argument of performance::model_performance is available via modelsummary’s … ellipsis to limit the GOF statistics in Bayesian models.
• users can omit the stars legend note by using glue strings: estimate="{estimate}{stars}"
• output=“html” can use gt by setting options(modelsummary_factory_html="gt")

datasummary_correlation:

• passes ... forward
• new function: datasummary_correlation_format
• datasummary_correlation’s method argument accepts functions and “pearspear” (thanks to @joachim-gassen)

datasummary:

• datasummary functions and rounding accept …, big.mark, etc.

datasummary_skim:

• now works with haven_labeled numeric
• faster tables with bayesian models.

Bug fixes and lints

modelsummary 0.6.6

• new output format: latex_tabular
• tidy_custom allows partial term matches
• modelsummary(coef_rename) accepts functions
• new function coef_rename for use in modelsummary(coef_rename=coef_rename)
• modelplot accepts add_rows to add reference categories
• informative error message when estimate or statistic is not available
• bug fixes

modelsummary 0.6.5

• statistic_override becomes vcov
• vcov accepts shortcuts: “robust”, “stata”, “HC0”, etc.
• vcov accepts formulas for clustered SEs: ~group
• modelsummary_wide has a new “stacking” argument
• html horizontal rule to separate estimates form gof
• gof_map accepts list of lists. only needs 3 columns.
• support officedown Rmd
• estimate accepts a vector for per model estimates
• options(modelsummary_default) can be markdown, html, latex
• bug: passing arguments through …
• bug: stars and rounding

modelsummary 0.6.4

• glue format for estimate and statistic
• easystats support for model info extraction
• deprecate statistic_vertical
• deprecate extract_models. Use modelsummary(output=“dataframe”) instead.
• modelplot pushes … through to modelsummary(output=“dataframe”)
• datasummary_skim(type=“dataset”)
• gof_map omits by default
• datasummary_balance uses row percentages
• statistic_override does not require a list
• statistic_override accepts a single model
• N function for well formatted N in datasummary
• Bug fixes

modelsummary 0.6.3

• new function: modelsummary_wide
• coef_omit and gof_omit use grepl(perl=TRUE)
• fmt accepts integer, string or function and respects options(OutDec=“,”)
• align argument for modelsummary
• align is more liberal to accept dcolumn alignment
• glance_custom methods for lfe and fixest
• bug fixes

modelsummary 0.6.2

• new argument: coef_rename
• new function: datasummary_df
• preserve term order in modelsummary
• refactor datasummary_balance
• datasummary_skim uses svg histograms instead of unicode
• removed 5 dependencies
• pass … to kableExtra::kbl for more customization
• test improvements
• internal code style
• bug fixes

modelsummary 0.6.1

• bug fixes

modelsummary 0.6.0

• default HTML output factory is now kableExtra
• interaction “:” gsubbed by "
• dependencies: removed 1 depends, 3 imports, and 3 suggests
• word_document knitr works out-of-the-box
• bug fixes

modelsummary 0.5.1

• glance_custom.fixest ships with modelsummary

modelsummary 0.5.0

• datasummary
• datasummary_skim
• datasummary_balance
• datasummary_correlation
• modelplot
• allow duplicate model names
• bug: can’t use coef_map with multiple statistics (thanks @sbw78)
• bug: wrong number of stars w/ statistic=‘p.value’ (thanks @torfason)
• output=‘data.frame’. extract is no longer documented.

modelsummary 0.4.1

• add_rows now accepts a data.frame with “position” and “section” columns
• add_rows_location is deprecated
• bug in sanity_output prevented overwriting files

modelsummary 0.4.0

• huxtable support
• flextable support
• estimate argument
• fixest tidiers
• website and vignette improvements
• gof_map additions
• glance_custom
• tidy_custom

modelsummary 0.3.0

• Out-of-the-box Rmarkdown compilation to HTML, PDF, RTF
• kableExtra output format for LaTeX and Markdown
• Support for threeparttable, colors, and many other LaTeX options
• Deprecated arguments: filename, subtitle
• Deprecated functions: clean_latex, knit_latex
• pkgdown website and doc improvements
• mitools tidiers
• New tests

modelsummary 0.2.1

• Convenience function to render markdown in row/column labels
• bug: breakage when all GOF were omitted
• Clean up manual with @keywords internal
• bug: tidyr import

modelsummary 0.2.0

• gt is now available on CRAN
• new latex_env argument for knit_latex and clean_latex
• bug when all gof omitted
• bug in statistic_override with functions
• bug caused by upstream changes in tab_style
• bug caused by upstream changes in filename=‘rtf’
• Allow multiple rows of uncertainty estimates per coefficient
• Preserve add_rows order
• Display uncertainty estimates next to the coefficient with statistic_vertical = FALSE
• Better clean_latex function
• Can display R2 and confidence intervals for mice-imputed lm-models
• Internal functions have @keywords internal to avoid inclusion in docs
• Statistic override accepts pre-formatted character vectors

modelsummary 0.1.0

• Initial release (gt still needs to be installed from github)