Provides a shiny-based front end (the 'ExPanD' app) and a set of functions for exploratory panel data analysis. Run as a web-based app, 'ExPanD' enables users to assess the robustness of empirical evidence without providing them access to the underlying data. You can also use the functions of the package to support your exploratory data analysis workflow. Refer to the vignettes of the package for more information on how to use 'ExPanD' and/or the functions of this package.
Extensions:
Removed the requirement for at least one non-numerical variable
Added by group violin plot
Included '!' and 'is.na()' as allowed functions for user defined variables
Introduced the option to change the order of reported components and to exclude selected components
Added clustered standard errors and fixed effects for logit models in prepare_regression_table()
Implemented binary response logit models in ExPanD()
Bug fixes:
Fixed a sorting bug in long variable definition construction
Fixed a bug in ExPanD() extreme obs plot (was sorting on grouping variable)
Minor issues:
Removed the dependency with the CodeDepends package
Added rio package to the imports list
Added packages used by ExPanD() to NAMESPACE to make CRAN checks happy
UI cleanups
Fixed the definition of oint_ta in r3 dataset
Added a check to verify that ts_ids provided as ordered vectors
Fixed a typo in worldbank_var_def
Removed the drop_undersore parameter in prepare_regression_table() (no longer needed)
Work-around for special characters in stargazer column.labels
Marginally improved error handling for user provided data files
Allowed treat_outliers() to route parameters through to stats::quantile() (needed for type parameter)
Changed NA handling in "prepare_graph" type functions