Other packages > Find by keyword >

provExplainR  

Compare Provenance Collections to Explain Changed Script Outputs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("provExplainR", "1.1.1")



Attach the package and use:
library("provExplainR")
Maintained by
Barbara Lerner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-10-17
Latest Update: 2022-08-15
Description:
Inspects provenance collected by the 'rdt' or 'rdtLite' packages, or other tools providing compatible PROV JSON output created by the execution of a script, and find differences between two provenance collections. Factors under examination included the hardware and software used to execute the script, versions of attached libraries, use of global variables, modified inputs and outputs, and changes in main and sourced scripts. Based on detected changes, 'provExplainR' can be used to study how these factors affect the behavior of the script and generate a promising diagnosis of the causes of different script results. More information about 'rdtLite' and associated tools is available at and Barbara Lerner, Emery Boose, and Luis Perez (2018), Using Introspection to Collect Provenance in R, Informatics, .
How to cite:
Barbara Lerner (2020). provExplainR: Compare Provenance Collections to Explain Changed Script Outputs. R package version 1.1.1, https://cran.r-project.org/web/packages/provExplainR. Accessed 18 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:44), 1.0 (2020-10-17 14:30), 1.1 (2021-07-15 22:00)
Other packages that cited provExplainR R package
View provExplainR citation profile
Other R packages that provExplainR depends, imports, suggests or enhances
Complete documentation for provExplainR
Functions, R codes and Examples using the provExplainR R package
Some associated functions: explain . 
Some associated R codes: provExplainR.R .  Full provExplainR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

timeSeq  
Detecting Differentially Expressed Genes in Time Course RNA-Seq Data
A negative binomial mixed-effects (NBME) model to detect nonparallel differential expression(NPDE) ...
Download / Learn more Package Citations See dependency  
logistic4p  
Logistic Regression with Misclassification in Dependent Variables
Error in a binary dependent variable, also known as misclassification, has not drawn much attention ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SSM  
Fit and Analyze Smooth Supersaturated Models
Creates an S4 class "SSM" and defines functions for fitting smooth supersaturated models, a polynomi ...
Download / Learn more Package Citations See dependency  
nricens  
NRI for Risk Prediction Models with Time to Event and Binary Response Data
Calculating the net reclassification improvement (NRI) for risk prediction models with time to event ...
Download / Learn more Package Citations See dependency  
MSCMT  
Multivariate Synthetic Control Method Using Time Series
Three generalizations of the synthetic control method (which has already an implementation in packa ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

74,019

Author Associations

27,807

Publication Badges

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