{ "_id": "6a351f843efcd9bda43e38b2", "Package": "MHTrajectoryR", "Type": "Package", "Title": "Bayesian Model Selection in Logistic Regression for the\nDetection of Adverse Drug Reactions", "Version": "1.0.1", "Date": "2016-02-10", "Author": "Matthieu Marbac and Mohammed Sedki", "Maintainer": "Mohammed Sedki ", "Description": "Spontaneous adverse event reports have a high potential\nfor detecting adverse drug reactions. However, due to their\ndimension, the analysis of such databases requires statistical\nmethods. We propose to use a logistic regression whose sparsity\nis viewed as a model selection challenge. Since the model space\nis huge, a Metropolis-Hastings algorithm carries out the model\nselection by maximizing the BIC criterion.", "License": "GPL (>= 2)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-19 10:49:41 UTC", "User": "root" }, "Repository": "https://masedki.r-universe.dev", "Date/Publication": "2016-04-05 17:40:22 UTC", "RemoteUrl": "https://github.com/cran/MHTrajectoryR", "RemoteRef": "HEAD", "RemoteSha": "24f5a7620396359c455dd93eaf94828e9427d925", "MD5sum": "9520f7462e7daf8194ba5407930d1262", "_user": "masedki", "_type": "src", "_file": "MHTrajectoryR_1.0.1.tar.gz", "_fileid": "79d4998ea8c0c1c9c0058b89b35775750a9fab7e33888f5c1d5f7f2934c8c195", "_filesize": 110993, "_sha256": "79d4998ea8c0c1c9c0058b89b35775750a9fab7e33888f5c1d5f7f2934c8c195", "_created": "2026-06-19T10:49:41.000Z", "_published": "2026-06-19T10:52:52.981Z", "_distro": "noble", "_jobs": [ { "job": 82334791934, "time": 153, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7747934633" }, { "job": 82334791941, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7747935174" }, { "job": 82334791921, "time": 90, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7747915208" }, { "job": 82334791917, "time": 88, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7747914466" }, { "job": 82334417757, "time": 152, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7747886440" }, { "job": 82334791922, "time": 94, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7747916261" }, { "job": 82334791959, "time": 84, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7747913389" }, { "job": 82334791935, "time": 109, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7747921133" }, { "job": 82334791953, "time": 74, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7747910254" } ], "_buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/MHTrajectoryR", "_commit": { "id": "24f5a7620396359c455dd93eaf94828e9427d925", "author": "Mohammed Sedki ", "committer": "cran-robot ", "message": "version 1.0.1\n", "time": 1459878022 }, "_maintainer": { "name": "Mohammed Sedki", "email": "mohammed.sedki@u-psud.fr", "login": "masedki", "description": "I am an Assistant Professor at Paris-Sud University. I am working on model selection in clustering. ", "uuid": 7141023 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "parallel", "role": "Imports" }, { "package": "mgcv", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "masedki", "count": 2, "uuid": 7141023 } ], "_userbio": { "uuid": 7141023, "type": "user", "name": "Sedki M. A. ", "followers": 13, "description": "I am an Assistant Professor at Paris-Sud University. I am working on model selection in clustering. " }, "_downloads": { "count": 182, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MHTrajectoryR" }, "_searchresults": 5, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MHTrajectoryR.html", "manual.pdf" ], "_realowner": "masedki", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2016-03-08" }, { "version": "1.0.1", "date": "2016-04-05" } ], "_exports": [ "Analyze_oneAE" ], "_datasets": [ { "name": "exampleAE", "title": "A simulated data", "object": "exampleAE", "file": "exampleAE.rda", "class": [ "matrix", "array" ], "fields": [ "mi", "gib", "li", "arf", "otherAe" ], "rows": 100, "table": true, "tojson": true }, { "name": "exampleDrugs", "title": "A simulated data", "object": "exampleDrugs", "file": "exampleDrugs.rda", "class": [ "matrix", "array" ], "fields": [ "A01AB09", "A02BX02", "A03AX13", "A04AD01", "A06AD11", "A07AA06", "A07EC01", "A08AB01", "A10BF01", "A10BG02", "A10BG03", "A10BH01", "A12BA01", "B01AC04", "B01AC07", "B03XA01", "B03XA02", "C01EB10", "C01EB16", "C02AB02", "C02KX01", "C03AA03", "C08CA01", "C08CA05", "C08DB01", "C09AA01", "C09AA02", "C09AA03", "C09AA05", "C09AA06", "C09AA10", "C09AA13", "C09CA06", "C09CA07", "C09CA08", "C10AD02", "D01AC08", "D01AE15", "D01BA01", "D06BB03", "D10AF01", "D10AF02", "G02CB01", "G03CA03", "G03CA57", "G04BD02", "G04BD04", "H01AA02", "H03BA02", "H03BB02", "J01CE02", "J01EB05", "J01MA01", "J01MA02", "J01MA06", "J01MA12", "J01MA13", "J01XD02", "J01XE01", "J02AC01", "J02AC02", "J02AC03", "J02AC04", "J02AX04", "J04AB02", "J04AB30", "J04AC01", "J05AE04", "J05AE09", "J05AE10", "J05AF01", "J05AF02", "J05AF03", "J05AF04", "J05AF05", "J05AF06", "J05AF07", "J05AF10", "J05AG01", "J05AG03", "L01AA02", "L01AB01", "L01AX04", "L01BA01", "L01BB03", "L01BC05", "L01XE01", "L01XX32", "L02BA01", "L02BB01", "L03AB07", "L04AB02", "L04AD01", "M01AB01", "M01AB02", "M01AB08", "M01AB15", "M01AC01", "M01AC06", "M01AE02", "M01AE03", "M01AE09", "M01AG01", "M01AH01", "M01AX01", "M01CC01", "M03BA03", "M04AA01", "N01BA05", "N01BB04", "N02BA11", "N02CA02", "N02CC01", "N02CC02", "N02CC03", "N02CC04", "N02CC05", "N02CC06", "N02CC07", "N03AA03", "N03AF01", "N03AG01", "N03AX09", "N03AX10", "N04BX01", "N05AD08", "N05AH02", "N05BA05", "N05CD07", "N06AA02", "N06AA10", "N06AA17", "N06AB03", "N06AB04", "N06AB06", "N06AB10", "N07AA01", "N07BB01", "P02CA01", "P02CA02", "R01AD08", "R03AC12", "R06AX13", "R06AX17", "S01EC01", "otherDrug" ], "rows": 100, "table": true, "tojson": true }, { "name": "OmopReference", "title": "The OMOP reference set", "object": "OmopReference", "file": "OmopReference.rda", "class": [ "data.frame" ], "fields": [ "AE", "ATC", "statu" ], "rows": 399, "table": true, "tojson": true } ], "_help": [ { "page": "MHTrajectoryR-package", "title": "Detection of adverse drug events by analyzing Metropolis-Hastings Markov chain trajectory.", "topics": [ "MHTrajectoryR-package", "MHTrajectoryR" ] }, { "page": "Analyze_oneAE", "title": "Signal detection using via variable selection in logistic regression. The Bayesian Information Criterion maximization is assessed using Metropolis-Hastings algorithm.", "topics": [ "Analyze_oneAE" ] }, { "page": "exampleAE", "title": "A simulated data", "topics": [ "exampleAE" ] }, { "page": "exampleDrugs", "title": "A simulated data", "topics": [ "exampleDrugs" ] }, { "page": "OmopReference", "title": "The OMOP reference set", "topics": [ "OmopReference" ] } ], "_rundeps": [ "lattice", "Matrix", "mgcv", "nlme" ], "_score": 1, "_indexed": true, "_nocasepkg": "mhtrajectoryr", "_universes": [ "masedki" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-06-19T10:52:07.000Z", "distro": "noble", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "27643bf7c198569ce0ef5d9a74c9ed51ef711e3790edbd5e61c2af1638f21b72", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-06-19T10:52:08.000Z", "distro": "noble", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "6a29bcbc21a955ffa860afef12447355d03b41257c6d600a944df57a65302d91", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.5.3", "os": "mac", "version": "1.0.1", "date": "2026-06-19T10:51:12.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "5c776771d361d44e1ecd1fc246ae247f19b9be64a1d96f079fd96451328232fc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.6.0", "os": "mac", "version": "1.0.1", "date": "2026-06-19T10:51:07.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "ab8ec750a054650c5d36e083c4837df45cdc07fbb0e4e89643b9dfd8c155d440", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-06-19T10:51:30.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "fd61a2539fc8b1dc8de81ac31776690860e0c25c60d78d686c202d5d7206403a", "status": "success", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.7.0", "os": "win", "version": "1.0.1", "date": "2026-06-19T10:50:51.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "b0e9f53cf3f27f331c5b786c7d62627c34396ae40184da3d9616a4529c97f361", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.5.3", "os": "win", "version": "1.0.1", "date": "2026-06-19T10:51:15.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "60e00a952cd6e583cd8260b2cb2e9ecd57b0eabe9a7819bbf179ac419d83f91a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" }, { "r": "4.6.0", "os": "win", "version": "1.0.1", "date": "2026-06-19T10:50:44.000Z", "commit": "24f5a7620396359c455dd93eaf94828e9427d925", "fileid": "9cecedd9fc9de2280a7171015bb345379a29892436a2d0ba78a554d8621b51b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/masedki/actions/runs/27821166046" } ] }