R Statistics

Open-source R projects categorized as Statistics | Edit details

Top 9 R Statistic Projects

  • GitHub repo sjPlot

    sjPlot - Data Visualization for Statistics in Social Science

    Project mention: How does sjPlot calculate the variance? | reddit.com/r/Rlanguage | 2021-08-11
  • GitHub repo tableone

    R package to create "Table 1", description of baseline characteristics with or without propensity score weighting

    Project mention: Question about table one multiple pairwise comparisons // How do i suggest that? | reddit.com/r/rstats | 2021-08-25

    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?

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo lmtp

    :package: Non-parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies :crystal_ball:

    Project mention: [Q] Should G-methods, IPTW always be used over traditional regression? | reddit.com/r/statistics | 2021-09-12

    The tlverse/sl3 super learner library is much better integrated and a lot more powerful (a bit more complicated in the beginning but once you understand it, its great). LMTP has a separate branch that uses sl3: https://github.com/nt-williams/lmtp/tree/sl3-devel. To specify formulas is sl3, you just do Lrnr_glmnet$new(formula = ~ 1 + W + A + A*W), but make sure to download the "dev" version: devtools::install_github("tlverse/sl3", ref = "devel").

  • GitHub repo biomisc_R

    command line bioinformatic scripts written in R

    Project mention: Splitting multifast file into individual single fasta R | reddit.com/r/bioinformatics | 2021-08-09

    https://github.com/olgatsiouri1996/biomisc_R/blob/main/fasta_manipulation/split_multifasta_to_singlefasta.R this will help. I would recommend using sed to keep only the ids and not the full fasta headers

  • GitHub repo hermiter

    Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Spearman's Correlation (Bivariate)

    Project mention: Show HN: R pkg for online estimation of Spearmans correlation for streaming data | news.ycombinator.com | 2021-01-31
  • GitHub repo causalglm

    Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

    Project mention: [Q] Sensitivity of (Causal) Inference to Nonlinear Functional Form | reddit.com/r/statistics | 2021-09-28

    Why not both? https://tlverse.org/causalglm/ (Will replace this with a more informative comment when I have free time later today)

  • GitHub repo rms-letter-comparison

    GitHub petitions regarding removal of rms: contributor comparison data and computational analysis

    Project mention: An open letter in support of Richard M. Stallman | reddit.com/r/opensource | 2021-03-26

    I'm reposting from /r/freesoftware. As I type, both petitions have about 2.5k signatures. Somebody has started some analysis comparing the signatories of the letters here: https://github.com/altsalt/rms-letter-comparison/blob/main/rms-letter-comparison.pdf

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo HydroState

    An R package for identifying regime change in streamflow.

    Project mention: [D] Using statistical models from the earth sciences for financial time series? | reddit.com/r/statistics | 2021-08-16
  • GitHub repo expotools

    Useful methods for Exposome research.

    Project mention: R-CMD-check fails on GitHub but not locally | reddit.com/r/github | 2021-08-01

    I am trying to write an R package and today, just for fun, I tried to create a webpage for it using pkgdown. Well, It's not working. Locally, I get no errors with devtools::check.rhub() and Check package. But when I push it to GitHub, all the R-CMD-check fail (see image). What am I doing wrong? Thank you for any suggestion.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-09-28.

Index

What are some of the best open-source Statistic projects in R? This list will help you:

Project Stars
1 sjPlot 482
2 tableone 159
3 lmtp 24
4 biomisc_R 20
5 hermiter 9
6 causalglm 6
7 rms-letter-comparison 5
8 HydroState 3
9 expotools 0
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