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causaldef  

Decision-Theoretic Causal Diagnostics via Le Cam 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", "0.2.0")



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 Le Cam Deficiency. R package version 0.2.0, https://cran.r-project.org/web/packages/causaldef. Accessed 06 Jun. 2026.
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