Introduction | 1. Package Datasets | 2. Fitting Step-Stress Accelerated Degradation Models | 2.1. Wiener Process Model with Arrhenius Acceleration | 2.2. Gamma Process Model with Arrhenius Acceleration | 3. MCMC Convergence Diagnostics | 4. Lifetime Prediction and Reliability Analysis | 5. Simulating Step-Stress Degradation Data | References
Package: MultiStepSSAD 0.1.0
MultiStepSSAD: Multiple-Steps Step-Stress Accelerated Degradation Modeling
Implements statistical methods for multiple-steps step-stress accelerated degradation testing (SSADT) based on Wiener processes and Gamma processes as described by Pan and Balakrishnan (2010) <doi:10.1080/03610918.2010.496060>. Features maximum likelihood estimation (MLE), Bayesian Markov chain Monte Carlo (MCMC) sampling, Geweke convergence diagnostics, and reliability predictions under normal operating stress conditions.
Authors:
MultiStepSSAD_0.1.0.tar.gz
MultiStepSSAD_0.1.0.zip(r-4.7-any)MultiStepSSAD_0.1.0.zip(r-4.6-any)MultiStepSSAD_0.1.0.zip(r-4.5-any)
MultiStepSSAD_0.1.0.tgz(r-4.6-any)MultiStepSSAD_0.1.0.tgz(r-4.5-any)
MultiStepSSAD_0.1.0.tar.gz(r-4.7-any)MultiStepSSAD_0.1.0.tar.gz(r-4.6-any)
MultiStepSSAD_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MultiStepSSAD/json (API)
| # Install 'MultiStepSSAD' in R: |
| install.packages('MultiStepSSAD', repos = c('https://shikhartyagi.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- gamma_arrhenius - Gamma-Arrhenius Step-Stress Accelerated Degradation Data
- gamma_power - Gamma-Power Step-Stress Accelerated Degradation Data
- wiener_arrhenius - Wiener-Arrhenius Step-Stress Accelerated Degradation Data
- wiener_power - Wiener-Power Step-Stress Accelerated Degradation Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:6670f90abe. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 133 | ||
| source / vignettes | OK | 202 | ||
| linux-release | OK | 127 | ||
| macos-release | OK | 80 | ||
| macos-oldrel | OK | 88 | ||
| windows-devel | OK | 72 | ||
| windows-release | OK | 75 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 97 |
Exports:geweke_diagssad_fitssad_gammassad_reliabilityssad_simulatessad_wiener
Dependencies:
