Other packages > Find by keyword >

effectcheck  

Statistical Consistency Checker for Published Research Results
View on CRAN: Click here


Download and install effectcheck package within the R console
Install from CRAN:
install.packages("effectcheck")

Install from Github:
library("remotes")
install_github("cran/effectcheck")

Install by package version:
library("remotes")
install_version("effectcheck", "0.2.3")



Attach the package and use:
library("effectcheck")
Maintained by
Gilad Feldman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-25
Latest Update: 2026-03-25
Description:
A conservative, assumption-aware statistical consistency checker for published research results. Parses test statistics, effect sizes, and confidence intervals from text, PDF, HTML, and Word documents across multiple citation styles including American Psychological Association (APA), Harvard, Frontiers, PLOS ONE, Scientific Reports, Nature Human Behaviour, PeerJ, eLife, PNAS, and others. Recomputes effect sizes using all plausible variants when design is ambiguous, and validates internal consistency. Supports t-tests, F-tests/ANOVA, correlations, chi-square, z-tests, regression, and nonparametric tests. Provides 'statcheck'-compatible API functions for batch processing of files and directories. Explicitly tracks all assumptions and uncertainty in output. Detects decision errors (significance reversals) similar to 'statcheck'. Note: this package is under active development and results should be independently verified. Use is at the sole responsibility of the user. Contributions and verification reports are welcome.
How to cite:
Gilad Feldman (2026). effectcheck: Statistical Consistency Checker for Published Research Results. R package version 0.2.3, https://cran.r-project.org/web/packages/effectcheck. Accessed 19 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited effectcheck R package
View effectcheck citation profile
Other R packages that effectcheck depends, imports, suggests or enhances
Complete documentation for effectcheck
Functions, R codes and Examples using the effectcheck R package
Full effectcheck package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

tseriesChaos  
Analysis of Nonlinear Time Series
Routines for the analysis of nonlinear time series. This work is largely inspired by the TISEAN proj ...
Download / Learn more Package Citations See dependency  
ATNr  
Run Allometric Trophic Networks Models
Implements the differential equations associated to different versions of Allometric Trophic Models ...
Download / Learn more Package Citations See dependency  
GxEScanR  
Run GWAS/GWEIS Scans Using Binary Dosage Files
Tools to run genome-wide association study (GWAS) and genome-wide by environment interaction study ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

75,034

Author Associations

28,314

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA