Descriptive Analysis and Visualization for Panel Data
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Documentation for package ‘paneldesc’ version 0.2.0
Help Pages
| add_means | Add Group Means to a Data Frame |
| decompose_factor | Panel Data Factor Variable Decomposition |
| decompose_numeric | Panel Data Numeric Variable Decomposition |
| describe_balance | Panel Data Balance Description |
| describe_dimensions | Panel Data Dimensions Description |
| describe_incomplete | Incomplete Entities Description |
| describe_patterns | Entities Presence Patterns Description |
| describe_periods | Time Periods Completeness Description |
| make_balanced | Create a Balanced Panel Dataset |
| make_demeaned | Within-Group Demeaning (Centering) for Panel Data |
| make_long | Convert Panel Data from Wide to Long Format |
| make_panel | Panel Data Structure Setting |
| make_wide | Convert Panel Data from Long to Wide Format |
| plot_demeaned | Plot Demeaned Variable(s) |
| plot_heterogeneity | Heterogeneity Visualization |
| plot_missing | Missing Values Heatmap by Period |
| plot_patterns | Entities Presence Patterns Visualization |
| plot_periods | Time Coverage Distribution Visualization |
| production | Simulated Unbalanced Panel Data for Cobb-Douglas Production Function Analysis |
| summarize_missing | Missing Values Summary for Panel Data |
| summarize_numeric | Summary Statistics for Numeric Variables |
| summarize_transition | Transition Summary |