Introduction | 1. Real Data Example: Insulating Fluid Breakdown Times | 2. Comparing Normal Approximation vs Monte Carlo Simulation | 3. Testing Custom Non-Exponential Distributions | 4. Visualizing Results | References
Package: Gofpt2 0.1.0
Gofpt2: Generalized Goodness-of-Fit Test for Progressive Type-II Censored Data
Implements a generalized goodness-of-fit test based on spacings for general progressive Type-II censored data. The test statistic is based on the work of Qin et al. (2022) <doi:10.1080/02664763.2020.1821613> and extends the methodology of Balakrishnan et al. (2003) <doi:10.1007/978-1-4612-0103-8_8>. Users can test data against any distribution by providing custom pdf, cdf, and survival functions. The package supports both normal approximation and Monte Carlo simulation approaches for computing p-values and critical values.
Authors:
Gofpt2_0.1.0.tar.gz
Gofpt2_0.1.0.zip(r-4.7-any)Gofpt2_0.1.0.zip(r-4.6-any)Gofpt2_0.1.0.zip(r-4.5-any)
Gofpt2_0.1.0.tgz(r-4.6-any)Gofpt2_0.1.0.tgz(r-4.5-any)
Gofpt2_0.1.0.tar.gz(r-4.7-any)Gofpt2_0.1.0.tar.gz(r-4.6-any)
Gofpt2_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
Gofpt2/json (API)
| # Install 'Gofpt2' in R: |
| install.packages('Gofpt2', repos = c('https://shikhartyagi.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:ac63741e11. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 104 | ||
| source / vignettes | OK | 145 | ||
| linux-release | OK | 131 | ||
| macos-release | OK | 108 | ||
| macos-oldrel | OK | 88 | ||
| windows-devel | OK | 65 | ||
| windows-release | OK | 68 | ||
| windows-oldrel | OK | 67 | ||
| wasm-release | OK | 72 |
Exports:compute_spacingscritical_valuesexpected_spacingsgenerate_progressive_censoredgof_test_censored
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Gofpt2: Generalized Goodness-of-Fit Test for Progressive Type-II Censored Data | Gofpt2-package Gofpt2 |
| Compute Spacings from Censored Data | compute_spacings |
| Compute Critical Values for Goodness-of-Fit Test | critical_values |
| Compute Expected Spacings under Null Hypothesis | expected_spacings |
| Generate General Progressive Type-II Censored Data | generate_progressive_censored |
| Generalized Goodness-of-Fit Test for Progressive Type-II Censored Data | gof_test_censored |