Discussion & Related
Observation Functors: Composable Censoring for Series System Simulation
Observation functors in maskedcauses: composable functions that separate the data-generating process from the observation mechanism, enabling mixed-censoring simulation and verified Monte Carlo studies.
February 13, 2026 · 9 min read
maskedcauses: Maximum Likelihood Estimation for Masked Series System Failures
The maskedcauses R package for MLE in series systems with masked component failures, built on composable likelihood contributions and validated through simulation.
February 5, 2026 · 5 min read
mdrelax: When Masking Conditions Don't Hold
Extending masked failure data analysis when the standard C1-C2-C3 masking conditions are violated.
December 3, 2025 · 2 min read