{ "_id": "6ac38313afd9914e452d3ac7", "Package": "MYIS", "Type": "Package", "Title": "'Moreau-Yosida' Importance Sampling for Statistical Inference", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Shikhar\", \"Tyagi\", email = \"shikhar1093tyagi@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-1606-0844\")),\nperson(\"Arvind\", \"Pandey\", email = \"arvindmzu@gmail.com\", role = \"aut\"),\nperson(\"Bhupendra\", \"Singh\", email = \"bhupendra.rana@gmail.com\", role = \"aut\"),\nperson(\"Vrijesh\", \"Tripathi\", email = \"vrijesh.tripathi@uwi.edu\", role = \"aut\"))", "Description": "Implements 'Moreau-Yosida' Markov chain Monte Carlo\n('MCMC') importance sampling for parameter estimation and\nBayesian inference under smooth, non-differentiable, or\nlight-tailed target posterior distributions and arbitrary\nprobability models with complete or censored data. Users supply\nuser-defined probability density functions, optional\ndistribution functions, parameter ranges, and observations\nsubject to complete, right, left, interval, Type-I, Type-II,\nprogressive Type-II, first-failure, or truncation schemes.\nConstructs 'Moreau-Yosida' envelopes, gradient-based proposals\n('MALA', 'HMC', or 'RWM'), self-normalized importance weights,\nbatch-means asymptotic variance estimates, and Bayesian\nmarginal quantiles. Methodologies are based on 'Shukla',\n'Vats', and 'Chi' (2025) ,\n'Pereyra' (2016) , 'Durmus' and others\n(2022) , 'Chen' and 'Shao' (1999)\n, 'Roberts' and 'Rosenthal' (1998)\n, 'Geweke' (1989)\n, 'Hesterberg' (1995)\n, and 'Balakrishnan' and\n'Aggarwala' (2000, ISBN:978-0-8176-4001-9).", "License": "GPL-3", "Encoding": "UTF-8", "Language": "en-US", "Config/testthat/edition": "3", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-05 10:56:09 UTC", "User": "root" }, "Author": "Shikhar Tyagi [aut, cre] (ORCID:\n), Arvind Pandey [aut],\nBhupendra Singh [aut], Vrijesh Tripathi [aut]", "Maintainer": "Shikhar Tyagi ", "Repository": "https://shikhartyagi.r-universe.dev", "Date/Publication": "2026-08-05 07:50:12 UTC", "RemoteUrl": "https://github.com/cran/MYIS", "RemoteRef": "HEAD", "RemoteSha": "ab601594a1f667f52ead773993fbd5fe19a1e02d", "_user": "shikhartyagi", "_type": "src", "_file": "MYIS_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/78efb589bbbe68a8c1269be5e93907cbe17177c7fe849de316a77eec5bfc855f", "_filesize": 324709, "_sha256": "78efb589bbbe68a8c1269be5e93907cbe17177c7fe849de316a77eec5bfc855f", "_expires": "2027-01-13T10:59:29.000Z", "_created": "2026-10-05T10:56:09.000Z", "_published": "2026-10-05T10:59:30.914Z", "_jobs": [ { "job": 111729359134, "time": 146, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11340906082" }, { "job": 111729358998, "time": 133, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11341046113" }, { "job": 111729359815, "time": 122, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11341260888" }, { "job": 111729358890, "time": 165, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11341985626" }, { "job": 111728385584, "time": 168, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11341955196" }, { "job": 111729358928, "time": 81, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11340905924" }, { "job": 111729358994, "time": 148, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11341311214" }, { "job": 111729358915, "time": 114, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11341735794" }, { "job": 111729358854, "time": 106, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11340826065" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/shikhartyagi/actions/runs/37299402824", "_status": "success", "_upstream": "https://github.com/cran/MYIS", "_commit": { "id": "ab601594a1f667f52ead773993fbd5fe19a1e02d", "author": "Shikhar Tyagi ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1785916212 }, "_maintainer": { "name": "Shikhar Tyagi", "email": "shikhar1093tyagi@gmail.com", "login": "shikhartyagi", "description": "Lecturer, Department of Mathematics and Statistics, The University of the West Indies, Trinidad and Tobago. 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