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rtables: Reporting Tables
Reporting tables often have structure that goes beyond simple rectangular data. The 'rtables' package provides a framework for declaring complex multi-level tabulations and then applying them to data. This framework models both tabulation and the resulting tables as hierarchical, tree-like objects which support sibling sub-tables, arbitrary splitting or grouping of data in row and column dimensions, cells containing multiple values, and the concept of contextual summary computations. A convenient pipe-able interface is provided for declaring table layouts and the corresponding computations, and then applying them to data.
Getting started
Package overview
README.md
Advanced rtables - Accessing Values Within a Table"
Advanced rtables - Calling Existing afuns Within Custom afuns"
Advanced rtables - Custom Analysis and Group Summary Functions"
Advanced rtables - Custom Split Functions"
Advanced rtables - Some Complex Split Function Worked Examples"
Advanced rtables - Structure-Conditional Behavior In `afun`s With `.spl_context`"
Advanced rtables - Understanding and Interacting With `TableTree` Objects"
Advanced rtables - Useful Behavioral Building Blocks For Complex Custom afuns"
Advanced rtables - Using `make_split_fun` Effectively"
Advanced rtables - Writing Custom Pruning Functions"
Advanced rtables - Writing Custom Scoring Functions For Sorting"
Advanced rtables - Writing Reusable Behavior Building Blocks"
A Guided Tour of rtables - Advanced"
A Guided Tour of rtables - Intermediate
Column Counts and Formats"
Comparing Against Baselines or Control"
Comparison with dplyr Tabulation"
Constructing rtables Manually
Controlling Splitting Behavior"
Customizing Appearance"
Example Clinical Trials Tables"
Example Complex Analysis Function: Modelling Cox Regression"
Exploratory Analysis"
Format Precedence and NA Handling"
Generating QC-Ready Result Data Frames (ARDs) from Tables"
Intermediate rtables - Identifying Required Analysis Behavior
Intermediate rtables - Identifying Required Faceting Behavior"
Intermediate rtables - Translating Shells To Layouts"
Introduction to {rtables}"
Introductory rtables - Basic Table Layout Instructions"
Introductory `rtables` - Facet And Analysis Nesting"
Introspecting Tables"
Pathing and Table Structure"
Pruning and Sorting Tables"
{rtables} Advanced Usage"
Subsetting and Manipulating Table Contents"
Tabulation Concepts"
Titles, Footers, and Referential Footnotes"
Browse package contents
Package details |
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|---|---|
| Author | Gabriel Becker [aut] (Original creator of the package), Adrian Waddell [aut], Daniel Sabanés Bové [ctb], Maximilian Mordig [ctb], Davide Garolini [aut] (ORCID: <https://orcid.org/0000-0002-1445-1369>), Emily de la Rua [aut] (ORCID: <https://orcid.org/0009-0000-8738-5561>), Abinaya Yogasekaram [ctb] (ORCID: <https://orcid.org/0009-0005-2083-1105>), Joe Zhu [aut, cre] (ORCID: <https://orcid.org/0000-0001-7566-2787>), David Munoz Tord [ctb], F. Hoffmann-La Roche AG [cph, fnd] |
| Maintainer | Joe Zhu <joe.zhu@roche.com> |
| License | Apache License 2.0 | file LICENSE |
| Version | 0.6.17 |
| URL | https://github.com/pharmaverse/rtables https://pharmaverse.github.io/rtables/ |
| Package repository | View on CRAN |
| Installation |
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