Other packages > Find by keyword >

causaldef  

Decision-Theoretic Causal Diagnostics via Experiment Deficiency
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("causaldef", "0.2.1")



Attach the package and use:
library("causaldef")
Maintained by
Deniz Akdemir
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-31
Latest Update: 2026-03-31
Description:
Implements Le Cam deficiency theory for causal inference, as described in Akdemir (2026) <doi:10.5281/zenodo.18367347>. Provides theorem-backed bounds together with computable proxy diagnostics for information loss from confounding, selection bias, and distributional shift. Supports continuous, binary, count, survival, and competing risks outcomes. Key features include propensity-score total-variation deficiency proxies, negative control diagnostics, policy regret bounds, and sensitivity analysis via confounding frontiers.
How to cite:
Deniz Akdemir (2026). causaldef: Decision-Theoretic Causal Diagnostics via Experiment Deficiency. R package version 0.2.1, https://cran.r-project.org/web/packages/causaldef. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-08-23 07:10), 0.2.0 (2026-03-31 11:50)
Other packages that cited causaldef R package
View causaldef citation profile
Other R packages that causaldef depends, imports, suggests or enhances
Complete documentation for causaldef
Functions, R codes and Examples using the causaldef R package
Full causaldef package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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