{ "_id": "6a104c79acfb0bcc41ca02f7", "Package": "bqror", "Type": "Package", "Title": "Bayesian Quantile Regression for Ordinal Models", "Version": "1.4.0", "URL": "https://github.com/prajual/bqror", "Authors@R": "c(person(\"Mohammad Arshad Rahman\", \"Developer\", role = \"aut\",\nemail = c(\"arshadrahman25@gmail.com\",\"marshad@iitk.ac.in\")),\nperson(\"Prajual Maheshwari\", role = \"cre\", email = \"prajual1391@gmail.com\"))", "Maintainer": "Prajual Maheshwari ", "Description": "Package provides functions for estimating Bayesian\nquantile regression with ordinal outcomes, computing the\ncovariate effects, model comparison measures, and inefficiency\nfactor. The generic ordinal model with 3 or more outcomes\n(labeled OR1 model) is estimated by a combination of Gibbs\nsampling and Metropolis-Hastings algorithm. Whereas an ordinal\nmodel with exactly 3 outcomes (labeled OR2 model) is estimated\nusing Gibbs sampling only. For each model framework, there is a\nspecific function for estimation. The summary output produces\nestimates for regression quantiles and two measures of model\ncomparison — log of marginal likelihood and Deviance\nInformation Criterion (DIC). The package also has specific\nfunctions for computing the covariate effects and other\nfunctions that aids either the estimation or inference in\nquantile ordinal models. Rahman, M. A. (2016).“Bayesian\nQuantile Regression for Ordinal Models.” Bayesian Analysis,\nII(I): 1-24 . Yu, K., and Moyeed, R. A.\n(2001). “Bayesian Quantile Regression.” Statistics and\nProbability Letters, 54(4): 437–447 . Koenker, R., and Bassett, G.\n(1978).“Regression Quantiles.” Econometrica, 46(1): 33-50 . Chib, S. (1995). “Marginal likelihood from\nthe Gibbs output.” Journal of the American Statistical\nAssociation, 90(432):1313–1321, 1995. . Chib, S., and Jeliazkov, I.\n(2001). “Marginal likelihood from the Metropolis-Hastings\noutput.” Journal of the American Statistical Association,\n96(453):270–281, 2001. .", "License": "GPL (>=2)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.1.2", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libicu-dev libssl-dev", "Repository": "https://prajual.r-universe.dev", "Date/Publication": "2022-07-06 12:51:09 UTC", "RemoteUrl": "https://github.com/prajual/bqror", "RemoteRef": "HEAD", "RemoteSha": "be425e5060d75efeaebf47161d3803ca8a27698b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-10 07:24:45 UTC", "User": "root" }, "Author": "Mohammad Arshad Rahman Developer [aut],\nPrajual Maheshwari [cre]", "MD5sum": "6155bfeaa6103e50ac329c1abfd79fef", "_user": "prajual", "_type": "src", "_file": "bqror_1.4.0.tar.gz", "_fileid": "17fc81f6570adf0e82bf9a4a9be69093a7b1d3591a6d4d70d6990dd5820ba931", "_filesize": 384708, "_sha256": 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