IGPFrailty
Inverse Gaussian Process Degradation Models with Frailty
Maximum likelihood estimation and reliability inference for Inverse Gaussian Process (IGP) degradation models with gamma and inverse Gaussian frailty terms, as formulated by Morita et al. (2021) <doi:10.1002/qre.2762>. Classical IGP degradation models are described in Wasan (1968) and Meeker and Escobar (1998, ISBN:978-0471143284). The package provides tools for calculating lifetime cumulative distribution functions, probability density functions, lifetime quantiles with confidence intervals, posterior individual unit frailties, and goodness-of-fit diagnostics.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | IGPFrailty_0.1.0.tar.gz |
149.0 KiB |
0.1.0 |
rolling linux/noble R-4.5 | IGPFrailty_0.1.0.tar.gz |
149.1 KiB |
0.1.0 |
rolling source/ R- | IGPFrailty_0.1.0.tar.gz |
62.4 KiB |
0.1.0 |
latest linux/jammy R-4.5 | IGPFrailty_0.1.0.tar.gz |
149.0 KiB |
0.1.0 |
latest linux/noble R-4.5 | IGPFrailty_0.1.0.tar.gz |
149.1 KiB |
0.1.0 |
latest source/ R- | IGPFrailty_0.1.0.tar.gz |
62.4 KiB |
0.1.0 |
2026-04-23 source/ R- | IGPFrailty_0.1.0.tar.gz |
0 B |