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replicationsuccess

R package for Design and Analysis of Replication Studies

https://github.com/crsuzh/replicationsuccess

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 16 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.4%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

R package for Design and Analysis of Replication Studies

Basic Info
Statistics
  • Stars: 1
  • Watchers: 0
  • Forks: 0
  • Open Issues: 5
  • Releases: 3
Created about 5 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog

README.md

ReplicationSuccess

Provides utilities for the design and analysis of replication studies. Features both traditional methods based on statistical significance and more recent methods such as the sceptical p-value. Also provides related methods including the harmonic mean chi-squared test and intrinsic credibility. Contains datasets from four large-scale replication projects.

Installation

CRAN version: r install.packages("ReplicationSuccess")

Development version from github with latest developments: r devtools::install_github(repo = "crsuzh/ReplicationSuccess")

Links

  • Website (pkgdown): https://crsuzh.github.io/ReplicationSuccess/
  • CRAN repository: https://cran.r-project.org/web/packages/ReplicationSuccess/

Introduction in vignette

To access the vignette from R use: r library("ReplicationSuccess") vignette("ReplicationSuccess")

Publications

  • Held, L. (2019). The assessment of intrinsic credibility and a new argument for p < 0.005. Royal Society Open Science, 6(3):181534. https://doi.org/10.1098/rsos.181534

  • Held, L. (2020). A new standard for the analysis and design of replication studies (with discussion). Journal of the Royal Statistical Society: Series A (Statistics in Society). 183(2):431-448. https://doi.org/10.1111/rssa.12493

  • Held, L. (2020). The harmonic mean chi-squared test to substantiate scientific findings. Journal of the Royal Statistical Society: Series C (Applied Statistics). 69(3):697-708. https://doi.org/10.1111/rssc.12410

  • Pawel, S., Held, L. (2020). Probabilistic forecasting of replication studies. PLOS ONE. 15(4):e0231416. https://doi.org/10.1371/journal.pone.0231416

  • Micheloud, C., Held, L. (2021). Power Calculations for Replication Studies. Statistical Science. 37(3):369–379. https://doi.org/10.1214/21-STS828

  • Held, L., Micheloud, C., Pawel, S. (2022). The assessment of replication success based on relative effect size. The Annals of Applied Statistics. 16:706–720. https://doi.org/10.1214/21-AOAS1502

  • Micheloud, C., Balabdaoui, F., Held, L. (2023). Assessing replicability with the sceptical p-value: Type-I error control and sample size planning. Statistica Neerlandica. https://doi.org/10.1111/stan.12312

  • Held, L., Pawel, S., Micheloud, C. (2024). The assessment of replicability using the sum of p-values. Royal Society Open Science. 11(8):11240149. https://doi.org/10.1098/rsos.240149

Owner

  • Name: Center for Reproducible Science, University of Zurich.
  • Login: crsuzh
  • Kind: organization
  • Location: Zurich, Switzerland

GitHub Events

Total
  • Release event: 1
  • Watch event: 1
  • Push event: 3
  • Pull request event: 1
  • Create event: 1
Last Year
  • Release event: 1
  • Watch event: 1
  • Push event: 3
  • Pull request event: 1
  • Create event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 339
  • Total Committers: 5
  • Avg Commits per committer: 67.8
  • Development Distribution Score (DDS): 0.705
Past Year
  • Commits: 139
  • Committers: 4
  • Avg Commits per committer: 34.75
  • Development Distribution Score (DDS): 0.288
Top Committers
Name Email Commits
Florian Gerber f****r@g****m 100
Felix Hofmann f****3@h****m 99
Charlotte c****d@u****h 84
SamCH93 s****l@g****m 52
CharlotteMicheloud 4****d 4
Committer Domains (Top 20 + Academic)
uzh.ch: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 44
  • Total pull requests: 45
  • Average time to close issues: 13 days
  • Average time to close pull requests: 9 days
  • Total issue authors: 5
  • Total pull request authors: 4
  • Average comments per issue: 1.3
  • Average comments per pull request: 0.13
  • Merged pull requests: 41
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: 21 days
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • florafauna (29)
  • SamCH93 (11)
  • CharlotteMicheloud (2)
  • ChristophGae (1)
  • felix-hof (1)
Pull Request Authors
  • florafauna (15)
  • SamCH93 (13)
  • CharlotteMicheloud (12)
  • felix-hof (6)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 333 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 7
  • Total maintainers: 1
cran.r-project.org: ReplicationSuccess

Design and Analysis of Replication Studies

  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 333 Last month
Rankings
Dependent repos count: 23.8%
Forks count: 27.8%
Dependent packages count: 28.6%
Stargazers count: 30.8%
Average: 31.2%
Downloads: 45.1%
Maintainers (1)
samuel.pawel@uzh.ch
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • knitr * suggests
  • roxygen2 * suggests
  • testthat * suggests