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maskedcauses  

Likelihood Models for Systems with Masked Component Cause of Failure
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("maskedcauses", "0.10.0")



Attach the package and use:
library("maskedcauses")
Maintained by
Alexander Towell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-08
Latest Update: 2026-03-08
Description:
Maximum likelihood estimation for series systems where the component cause of failure is masked. Implements analytical log-likelihood, score, and Hessian functions for exponential, homogeneous Weibull, and heterogeneous Weibull component lifetimes under masked cause conditions (C1, C2, C3). Supports exact, right-censored, left-censored, and interval-censored observations via composable observation functors. Provides random data generation, model fitting, and Fisher information for asymptotic inference. See Lin, Loh, and Bai (1993) <doi:10.1109/24.257799> and Craiu and Reiser (2006) <doi:10.1111/j.1541-0420.2005.00498.x>.
How to cite:
Alexander Towell (2026). maskedcauses: Likelihood Models for Systems with Masked Component Cause of Failure. R package version 0.10.0, https://cran.r-project.org/web/packages/maskedcauses. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:28), 0.9.2 (2026-03-08 11:50), 0.9.3 (2026-03-17 20:00)
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