Project details for A Statistical Audit for Reproducibility and Altermate Analysis

Logo A Statistical Audit for Reproducibility and Altermate Analysis 0.1

by matloff - September 5, 2017, 06:51:27 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ]

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Description:

In recent years there has been widespread concern in the scientific community over a reproducibility crisis. Among the major causes that have been identified is statistical: In many scientific research the statistical analysis (including data preparation) suffers from a lack of transparency and methodological problems, major obstructions to reproducibility. The revisit package aims toward remedying this problem, by generating a software paper trail'' of the statistical operations applied to a dataset. This record can bereplayed'' for verification purposes, as well as be modified to enable alternative analyses. The software also issues warnings of certain kinds of potential errors in statistical methodology, again related to the reproducibility issue.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Agnostic
Data Formats: Any Format Supported By R
Tags: Reproducibility
Archive: download here

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