{ "_id": "6a103765acfb0bcc41c9a442", "Package": "mos", "Type": "Package", "Title": "Simulation and Moment Computation for Order Statistics", "Version": "0.1.3", "Authors@R": "c(\nperson(given = \"Reyhaneh\",\nfamily = \"Arafeh\",\nemail = \"reyhane.arafe@gmail.com\",\nrole = c(\"aut\", \"cre\")),\nperson(given = \"Mahdi\",\nfamily = \"Salehi\",\nemail = \"salehi2sms@gmail.com\",\ncomment = c(ORCID = \"0000-0002-0620-0340\"),\nrole = \"aut\"))", "Description": "Provides a comprehensive set of tools for working with\norder statistics, including functions for simulating order\nstatistics, censored samples (Type I and Type II), and record\nvalues from various continuous distributions. Additionally, it\noffers functions to compute moments (mean, variance, skewness,\nkurtosis) of order statistics for several continuous\ndistributions. These tools assist researchers and statisticians\nin understanding and analyzing the properties of order\nstatistics and related data. The methods and algorithms\nimplemented in this package are based on several published\nworks, including Ahsanullah et al (2013, ISBN:9789491216831),\nArnold and Balakrishnan (2012, ISBN:1461236444), Harter and\nBalakrishnan (1996, ISBN:9780849394522), Balakrishnan and\nSandhu (1995) , Genç (2012)\n, Makouei et al (2021)\n and Nagaraja (2013)\n.", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 06:26:03 UTC", "User": "root" }, "Author": "Reyhaneh Arafeh [aut, cre], Mahdi Salehi [aut] (ORCID:\n)", "Maintainer": "Reyhaneh Arafeh ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-06-16 11:31:49 UTC", "RemoteUrl": "https://github.com/cran/mos", "RemoteRef": "HEAD", "RemoteSha": "e2de8ec7ef8bcf286c305674cc88861af1fc9ce0", "MD5sum": "e85eb2aa7543937a94c8cf04ef2b7f3c", "_user": "cran", "_type": "src", "_file": "mos_0.1.3.tar.gz", 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"extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mos.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.3", "date": "2025-06-16" } ], "_exports": [ "kurtOS", "mo_beta", "mo_compbeta", "mo_exp", "mo_gamma", "mo_kumar", "mo_norm", "mo_pareto", "mo_t", "mo_topple", "mo_tri", "mo_unif", "mo_weibull", "rcens", "rkrec", "ros", "rpcens2", "skewOS", "varOS" ], "_help": [ { "page": "kurtOS", "title": "Kurtosis of Order Statistics", "topics": [ "kurtOS" ] }, { "page": "mo_beta", "title": "Moments of Order Statistics from the Beta Distribution (Simulated)", "topics": [ "mo_beta" ] }, { "page": "mo_compbeta", "title": "Moments of Order Statistics from the Complementary Beta Distribution", "topics": [ "mo_compbeta" ] }, { "page": "mo_exp", "title": "Moments Of Order Statistics from the Exponential Distribution", "topics": [ "mo_exp" ] }, { "page": "mo_gamma", "title": "Moments of Order Statistics from the Gamma Distribution (Simulated)", "topics": [ "mo_gamma" ] }, { "page": "mo_kumar", "title": "Moments of Order Statistics from the Kumaraswamy Distribution (Simulated)", "topics": [ "mo_kumar" ] }, { "page": "mo_norm", "title": "Moments of Order Statistics from the Normal Distribution (Simulated)", "topics": [ "mo_norm" ] }, { "page": "mo_pareto", "title": "Moments of Order Statistics from the Pareto Distribution (Simulated)", "topics": [ "mo_pareto" ] }, { "page": "mo_t", "title": "Moments of Order Statistics from the Student's t-Distribution (Simulated)", "topics": [ "mo_t" ] }, { "page": "mo_topple", "title": "Moments of Order Statistics from the Topp-Leone Distribution", "topics": [ "mo_topple" ] }, { "page": "mo_tri", "title": "Moments of Order Statistics from the Symmetric Triangular Distribution", "topics": [ "mo_tri" ] }, { "page": "mo_unif", "title": "Moments of Order Statistics from the Uniform Distribution", "topics": [ "mo_unif" ] }, { "page": "mo_weibull", "title": "Moments of Order Statistics from the Weibull Distribution", "topics": [ "mo_weibull" ] }, { "page": "rcens", "title": "Generate Censored Samples (Type I or Type II)", "topics": [ "rcens" ] }, { "page": "rkrec", "title": "Generate Upper and Lower k-Records from Continuous Distributions", "topics": [ "rkrec" ] }, { "page": "ros", "title": "Generate Random Data from Order Statistics", "topics": [ "ros" ] }, { "page": "rpcens2", "title": "Generate Progressive Type-II Censored Samples", "topics": [ "rpcens2" ] }, { "page": "skewOS", "title": "Skewness of Order Statistics", "topics": [ "skewOS" ] }, { "page": "varOS", "title": "Variance of Order Statistics", "topics": [ "varOS" ] } ], "_readme": "https://github.com/cran/mos/raw/HEAD/README.md", "_rundeps": [ "BH", "hypergeo2", "Rcpp" ], "_vignettes": [ { "source": "mos.Rmd", "filename": "mos.html", "title": "Working with Order Statistics in the mos Package", "engine": "knitr::rmarkdown", "headings": [ "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" ], "created": "2025-06-16 11:31:49", "modified": "2025-06-16 11:31:49", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "mos", "_universes": [ 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