marginaleffects - Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests
Compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and machine learning models in R. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference. Details can be found in Arel-Bundock, Greifer, and Heiss (2024) <doi:10.18637/jss.v111.i09>.
Last updated
15.99 score 619 stars 54 dependents 4.0k scripts 34k downloadscountrycode - Convert Country Names and Country Codes
Standardize country names, convert them into one of 40 different coding schemes, convert between coding schemes, and assign region descriptors.
Last updated
14.27 score 370 stars 121 dependents 8.9k scripts 29k downloadsmodelsummary - Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready
Create beautiful and customizable tables to summarize several statistical models side-by-side. Draw coefficient plots, multi-level cross-tabs, dataset summaries, balance tables (a.k.a. "Table 1s"), and correlation matrices. This package supports dozens of statistical models, and it can produce tables in HTML, LaTeX, Word, Markdown, PDF, PowerPoint, Excel, RTF, JPG, or PNG. Tables can easily be embedded in 'Rmarkdown' or 'knitr' dynamic documents. Details can be found in Arel-Bundock (2022) <doi:10.18637/jss.v103.i01>.
Last updated
13.86 score 948 stars 3 dependents 9.5k scripts 40k downloadstinytable - Simple and Configurable Tables in 'HTML', 'LaTeX', 'Markdown', 'Word', 'PNG', 'PDF', and 'Typst' Formats
Create highly customized tables with this simple and dependency-free package. Data frames can be converted to 'HTML', 'LaTeX', 'Markdown', 'Word', 'PNG', 'PDF', or 'Typst' tables. The user interface is minimalist and easy to learn. The syntax is concise. 'HTML' tables can be customized using the flexible 'Bootstrap' framework, and 'LaTeX' code with the 'tabularray' package.
Last updated
13.09 score 333 stars 13 dependents 1.2k scripts 30k downloadsWDI - World Development Indicators and Other World Bank Data
Search and download data from over 40 databases hosted by the World Bank, including the World Development Indicators ('WDI'), International Debt Statistics, Doing Business, Human Capital Index, and Sub-national Poverty indicators.
Last updated
10.44 score 249 stars 3 dependents 2.3k scripts 13k downloadstinysnapshot - Snapshots for Unit Tests using the 'tinytest' Framework
Snapshots for unit tests using the 'tinytest' framework for R. Includes expectations to test base R and 'ggplot2' plots as well as console output from print().
Last updated
6.17 score 18 stars 1 dependents 10 scripts 6.1k downloadssoftbib - Software Bibliographies for R Projects
Detect libraries used in a project and automatically create software bibliographies in 'PDF', 'Word', 'Rmarkdown', and 'BibTeX' formats.
Last updated
4.18 score 30 stars 7 scripts 198 downloadsRdatasets - Access Datasets from the Rdatasets Archive
Download and access datasets from the Rdatasets archive (<https://vincentarelbundock.github.io/Rdatasets/>). The package provides functions to search, download, and view documentation for thousands of datasets from various R packages, available in both CSV and Parquet formats for efficient access.
Last updated
4.15 score 2 stars 10 scripts 7.0k downloads