{ "_id": "6a1f3870b401979e73428dea", "Package": "postlink", "Type": "Package", "Title": "Post-Linkage Data Analysis", "Version": "0.1.0.9000", "Authors@R": "c(\nperson(\"Priyanjali\", \"Bukke\", email = \"postlink.group@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Gauri\", \"Kamat\", role = \"aut\"),\nperson(\"Jiahao\", \"Cui\", role = \"aut\"),\nperson(\"Roee\", \"Gutman\", role = \"aut\"),\nperson(\"Martin\", \"Slawski\", role = \"aut\"),\nperson(\"Zhenbang\", \"Wang\", role = \"ctb\"),\nperson(\"Brady T.\", \"West\", role = \"ctb\"),\nperson(\"Emanuel\", \"Ben-David\", role = \"ctb\"),\nperson(\"Guoqing\", \"Diao\", role = \"ctb\")\n)", "VignetteBuilder": "knitr", "Description": "Provides a suite of statistical tools for post-linkage\ndata analysis (PLDA), designed to account for record linkage\nerrors in downstream modeling. The package implements a\nfamiliar, formula-based regression interface that adjusts for\nlinkage uncertainty, accommodating workflows where direct\naccess to unlinked primary files is restricted. It consolidates\ndiverse adjustment methodologies, all of which support\ngeneralized linear models (linear, logistic, Poisson, and\nGamma). These methodologies include weighting approaches\n(Chambers (2009) ;\nChambers et al. (2023) ), mixture\nmodeling (Slawski et al. (2025) ),\nand Bayesian mixture modeling (Gutman et al. (2016)\n). For time-to-event data, both the\nweighting (Vo et al. (2024) ) and mixture\nmodeling approaches accommodate Cox proportional hazards\nmodels, while the Bayesian approaches extend to parametric\nsurvival analysis. Additionally, the package leverages mixture\nmodeling for contingency table analyses and Bayesian methods to\nenable the multiple imputation of latent match status.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "BugReports": "https://github.com/postlink-group/postlink/issues", "Biarch": "true", "SystemRequirements": "GNU make", "URL": "https://postlink-group.github.io/postlink/", "Config/Needs/website": "rmarkdown", "Config/pak/sysreqs": "make", "Repository": "https://postlink-group.r-universe.dev", "Date/Publication": "2026-05-13 00:43:40 UTC", "RemoteUrl": "https://github.com/postlink-group/postlink", "RemoteRef": "HEAD", "RemoteSha": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-13 02:40:41 UTC", "User": "root" }, "Author": "Priyanjali Bukke [aut, cre],\nGauri Kamat [aut],\nJiahao Cui [aut],\nRoee Gutman [aut],\nMartin Slawski [aut],\nZhenbang Wang [ctb],\nBrady T. West [ctb],\nEmanuel Ben-David [ctb],\nGuoqing Diao [ctb]", "Maintainer": "Priyanjali Bukke ", "MD5sum": "4475e4b7aa15e4130dd618586df89b36", "_user": "postlink-group", "_type": "src", "_file": "postlink_0.1.0.9000.tar.gz", "_fileid": "79ed827a779bd223ceda963232f0e413f5dd1e72896621de1fc256627420b48f", "_filesize": 919831, "_sha256": "79ed827a779bd223ceda963232f0e413f5dd1e72896621de1fc256627420b48f", "_created": "2026-05-13T02:40:41.000Z", "_published": "2026-06-02T20:09:20.817Z", "_distro": "noble", "_jobs": [ { "job": 79161930427, "time": 543, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6960607300" }, { "job": 79161929666, "time": 528, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6960604823" }, { "job": 79161930240, "time": 545, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6960607594" }, { "job": 79161930198, "time": 522, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": 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Introduction", "2. The postlink Architecture", "Phase 1: Adjustment Specification", "Phase 2: Estimation and Inference", "Dual-Access Interface", "3. Adjustment Methods for Secondary Analysis", "3.1 Weighting", "3.2 Inferring true links via latent mixture modeling (EM)", "3.3 Bayesian mixture modeling and multiple imputation", "4. Illustrations", "4.1 The Benchmarks (Models 1--3)", "4.2 Aggregate Information (Model 4)", "4.3 Probabilistic Paradata (Models 5--7)", "4.4 Prior Knowledge (Model 8)", "4.5 Results and Discussion", "4.6 Decoupling Linkage and Analysis via Multiple Imputation", "5. Conclusion", "Computational Details", "Acknowledgments", "Appendix A: Computational and variance estimation details for the ELE model", "A.1 Computation of expected design matrices", "A.2 Variance estimation and audit sample uncertainty", "Appendix B: Default Prior Distributions for Each Family of Distributions", "References" ], "created": "2026-05-08 00:52:49", "modified": "2026-05-12 23:27:16", "commits": 3 } ], "_score": 5.204119982655925, "_indexed": true, "_nocasepkg": "postlink", "_universes": [ "postlink-group" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0.9000", "date": "2026-05-13T02:47:59.000Z", "distro": "noble", "arch": "aarch64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "02c5f30b8f401f4ce9504b29d5e195c943737cefdbcdc3e42ff03fe3895f7882", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0.9000", "date": "2026-05-13T02:47:30.000Z", "distro": "noble", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "c1ef5334cb4113d331161000e72cb093a022ae05bd5b638a4bbd60020335dbb7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0.9000", "date": "2026-05-13T02:47:37.000Z", "distro": "noble", "arch": "aarch64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "5aa64a3f4e413c3700e9512e638483cf3a0beae83dd9f7cba4a43df12dae1fb1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0.9000", "date": "2026-05-13T02:47:36.000Z", "distro": "noble", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "8d36a9f00c4af751c5ccb0f1f07f13181ad029cade34d71423dc4c30f798c82c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0.9000", "date": "2026-05-13T02:46:24.000Z", "arch": "aarch64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "b804854833567c5db6aa1b538f274959ba82e7e51d4f2c32d073be1cdbca6d5c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0.9000", "date": "2026-05-13T02:48:28.000Z", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "dccd33a49b496374789fef317a877cfec057ddc04bb6b456810f7e866bb748f5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0.9000", "date": "2026-05-13T02:46:46.000Z", "arch": "aarch64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "41441a1d783f5134c5326b110a27a659131c59f55c0a9dd72a6b5fd1dd6ba4ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0.9000", "date": "2026-05-13T02:48:23.000Z", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "db7bf93f6998dc9967bfd91e4a644e0791d9463697b238a696629c1f7ac30ec7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.7.0", "os": "win", "version": "0.1.0.9000", "date": "2026-05-13T02:46:44.000Z", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "b293e5c91198b2e55b290e761cce477b50e22cec45cd8c2a31eb71196ca09713", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.5.3", "os": "win", "version": "0.1.0.9000", "date": "2026-05-13T02:46:41.000Z", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "7713aeca66bcbb3d0c9a6356ba2e17781904985181fcfb4c2089f6bb3d5a2aa6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" }, { "r": "4.6.0", "os": "win", "version": "0.1.0.9000", "date": "2026-05-13T02:47:20.000Z", "arch": "x86_64", "commit": "8f7643a8b5185dfbdb99ba5f7feda090bb250f6a", "fileid": "6ca2e1de20ea264a37bf35233306fab28ecdb0c66094f0373076d8d0b585029e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/postlink-group/actions/runs/25774658204" } ] }