tableone
R package to create "Table 1", description of baseline characteristics with or without propensity score weighting (by kaz-yos)
collapse
Advanced and Fast Data Transformation in R (by SebKrantz)
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| tableone | collapse | |
|---|---|---|
| 3 | 2 | |
| 203 | 599 | |
| - | - | |
| 0.0 | 9.6 | |
| 12 months ago | 8 days ago | |
| R | C | |
| - | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tableone
Posts with mentions or reviews of tableone.
We have used some of these posts to build our list of alternatives
and similar projects.
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Are there any good packages to help me easily make a table 1?
Try tableone or table1
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Question about table one multiple pairwise comparisons // How do i suggest that?
ANd, if there is no way to do this, and since im terribly new with github, where should i ask for this new feature on the actual repository (https://github.com/kaz-yos/tableone) :D?
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Cases and controls
Check out the tableone package
collapse
Posts with mentions or reviews of collapse.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-01.
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is there a package using data.table that provides functions for descriptive stats, missingness etc?
The ask is a little unclear. You might be interested in collapse and more generally in other packages in the fastverse. I guess it's also worth pointing out that data.table already provides alternative methods for certain base R descriptive stats functions (e.g., mean, etc.) that are automatically used when applied to datatables.
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Benchmarking for loops vs apply and others
If you are looking for performance I would recommend to check the collapse package. The following line "collapse" = collapse::fsum(df_datatable$x, g=df_datatable$g) is around 2x faster than base::rowsum, and the dplyr style syntax doesn't add that much of an overhead "collapse dplyr" = df_datatable |> fgroup_by(g) |> fsum(x)
What are some alternatives?
When comparing tableone and collapse you can also consider the following projects:
RobinHood - An R interface for the RobinHood.com no commision investing site
fastverse - An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
hts - Hierarchical and Grouped Time Series
writexl - Portable, light-weight data frame to xlsx exporter for R
hermiter - Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Nonparametric Correlation (Bivariate)
epanet2toolkit - An R package for calling the Epanet software for simulation of piping networks.
littler - A scripting and command-line front-end for GNU R
priceR - Economics and Pricing in R