Introduction | Generating Order Statistics | Example 1: Using a built-in distribution | Example 2: Using a custom quantile function (e.g., Gumbel) | Example 3: Generate multiple order statistics from the uniform distribution | Moments of Order Statistics | Distributions with analytical support | Distributions handled via simulation | Example: Uniform Distribution (Analytical) | Example: Exponential Distribution (Analytical) | Example: Normal Distribution (Simulated) | Example: Beta Distribution (Simulated) | Censored Samples | Type I Censoring (Time-based) | Type II Censoring (Failure-based) | Progressive Type-II Censoring | Record Values | Upper k-Records | Lower k-Records | An Application of the Package in Graphical Goodness-of-Fit | Conclusion
Package: mos 0.1.3
mos: Simulation and Moment Computation for Order Statistics
Provides a comprehensive set of tools for working with order statistics, including functions for simulating order statistics, censored samples (Type I and Type II), and record values from various continuous distributions. Additionally, it offers functions to compute moments (mean, variance, skewness, kurtosis) of order statistics for several continuous distributions. These tools assist researchers and statisticians in understanding and analyzing the properties of order statistics and related data. The methods and algorithms implemented in this package are based on several published works, including Ahsanullah et al (2013, ISBN:9789491216831), Arnold and Balakrishnan (2012, ISBN:1461236444), Harter and Balakrishnan (1996, ISBN:9780849394522), Balakrishnan and Sandhu (1995) <doi:10.1080/00031305.1995.10476150>, Genç (2012) <doi:10.1007/s00362-010-0320-y>, Makouei et al (2021) <doi:10.1016/j.cam.2021.113386> and Nagaraja (2013) <doi:10.1016/j.spl.2013.06.028>.
Authors:
mos_0.1.3.tar.gz
mos_0.1.3.zip(r-4.6)mos_0.1.3.zip(r-4.5)
mos_0.1.3.tgz(r-4.6-any)mos_0.1.3.tgz(r-4.5-any)
mos_0.1.3.tar.gz(r-4.7-any)mos_0.1.3.tar.gz(r-4.6-any)
mos_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mos/json (API)
| # Install 'mos' in R: |
| install.packages('mos', repos = c('https://reyhaneh-arafeh.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:e2de8ec7ef. Checks:8 OK, 1 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 191 | ||
| linux-release-x86_64 | OK | 144 | ||
| macos-release-arm64 | OK | 130 | ||
| macos-oldrel-arm64 | OK | 151 | ||
| windows-devel | FAIL | 189 | ||
| windows-release | OK | 81 | ||
| windows-oldrel | OK | 84 | ||
| wasm-release | OK | 133 |
Exports:kurtOSmo_betamo_compbetamo_expmo_gammamo_kumarmo_normmo_paretomo_tmo_topplemo_trimo_unifmo_weibullrcensrkrecrosrpcens2skewOSvarOS
