Other packages > Find by keyword >

rcausim  

Generate Causally-Simulated Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rcausim", "0.1.1")



Attach the package and use:
library("rcausim")
Maintained by
Herdiantri Sufriyana
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-24
Latest Update: 2024-06-24
Description:
Generate causally-simulated data to serve as ground truth for evaluating methods in causal discovery and effect estimation. The package provides tools to assist in defining functions based on specified edges, and conversely, defining edges based on functions. It enables the generation of data according to these predefined functions and causal structures. This is particularly useful for researchers in fields such as artificial intelligence, statistics, biology, medicine, epidemiology, economics, and social sciences, who are developing a general or a domain-specific methods to discover causal structures and estimate causal effects. Data simulation adheres to principles of structural causal modeling. Detailed methodologies and examples are documented in our vignette, available at <https://htmlpreview.github.io/?https://github.com/herdiantrisufriyana/rcausim/blob/master/doc/causal_simulation_exemplar.html>.
How to cite:
Herdiantri Sufriyana (2024). rcausim: Generate Causally-Simulated Data. R package version 0.1.1, https://cran.r-project.org/web/packages/rcausim. Accessed 25 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited rcausim R package
View rcausim citation profile
Other R packages that rcausim depends, imports, suggests or enhances
Complete documentation for rcausim
Functions, R codes and Examples using the rcausim R package
Full rcausim package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
Download / Learn more Package Citations See dependency  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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