{ "_id": "6a4790828b9f0d9747cf16c5", "Package": "multe", "Title": "Multiple Treatment Effects Regression", "Version": "1.1.0.9000", "Authors@R": "c(person(given = \"Michal\",\nfamily = \"Kolesár\",\nrole = c(\"aut\", \"cre\"),\nemail = \"kolesarmi@googlemail.com\",\ncomment = c(ORCID = \"0000-0002-2482-7796\")),\nperson(given= \"Paul\",\nfamily = \"Goldsmith-Pinkham\",\nrole = \"ctb\",\nemail = \"paulgp@gmail.com\"),\nperson(given = \"Peter\",\nfamily = \"Hull\",\nrole = \"ctb\",\nemail = \"peter_hull@brown.edu\"))", "Description": "Implements contamination bias diagnostics and alternative\nestimators for regressions with multiple treatments. The\nimplementation is based on Goldsmith-Pinkham, Hull, and Kolesár\n(2024) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "Language": "en-US", "URL": "https://github.com/kolesarm/multe", "BugReports": "https://github.com/kolesarm/multe/issues", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Repository": "https://kolesarm.r-universe.dev", "Date/Publication": "2024-12-13 16:12:39 UTC", "RemoteUrl": "https://github.com/kolesarm/multe", "RemoteRef": "HEAD", "RemoteSha": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-02 08:46:19 UTC", "User": "root" }, "Author": "Michal Kolesár [aut, cre] (ORCID:\n),\nPaul Goldsmith-Pinkham [ctb],\nPeter Hull [ctb]", "Maintainer": "Michal Kolesár ", "_user": "kolesarm", "_type": "src", "_file": "multe_1.1.0.9000.tar.gz", "_fileid": 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The derivative of the moment condition\\eqref{eq:moment_overlap_weights} with respect to $\\pi_{k}=p_{k}$ (assumingcorrect specification of the propensity score) is given by\\begin{equation*}-E[\\lambda\\frac{X_{ik}}{p_{k}^{2}(W_{i})} (\\mu_{k}-\\alpha^{\\text{CW}}{k})\\dot{p}{k}(W_{i})],\\end{equation*}where we write $\\lambda$ for $\\lcw(W_{i})$. Since $p_{k}$ is a projection, byProposition 4 in @newey94ecta, the influence function for$\\hat{\\alpha}^{\\text{CW}}{k}$ is given by\\begin{multline*}\\frac{1}{E[\\lambda]}\\left( \\lambda \\frac{X{ik}}{p_{k}(W_{i})}(Y_{i}-\\alpha^{\\text{CW}}{k})-\\frac{\\lambda}{p{k}(W_{i})}(\\mu_{k}(W_{i})-\\alpha^{\\text{CW}}{k})(X{ik}-p_{k}(W_{i}))\\right)\\", "References" ], "created": "2023-08-02 13:56:59", "modified": "2024-07-10 19:13:54", "commits": 7 } ], "_score": 4.929418925714293, "_indexed": true, "_nocasepkg": "multe", "_universes": [ "kolesarm" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.0.9000", "date": "2026-07-02T08:58:23.000Z", "distro": "resolute", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/cc26555c82ef2b8636471e61c38d76d82053ecdd93fda33046535d260bf67f9c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.6.1", "os": "linux", "version": "1.1.0.9000", "date": "2026-07-02T08:48:18.000Z", "distro": "resolute", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/f14573409ad7cd4136fca65272c6276120a1583653d04264954d89ad633d45e4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0.9000", "date": "2026-07-02T08:47:42.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/fd4e1967106beb99accb5ceb70aedee3657ff412769a4b4a028f4f12d80152ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.6.1", "os": "mac", "version": "1.1.0.9000", "date": "2026-07-02T08:47:59.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/8190546b9f3e875ffeba78110318a814202bb3c16168a8c74de5a9a58ebe118f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.0.9000", "date": "2026-07-02T08:48:48.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/e77c887543f5283bb8e0889f9b43c3f0a854178c20ca6e3c16536c55d4214783", "status": "success", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.7.0", "os": "win", "version": "1.1.0.9000", "date": "2026-07-02T08:47:35.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/a1d875593b7b64a98441d099445bf273ee9eaf3df7f121e72fc0dff3adb024be", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.5.3", "os": "win", "version": "1.1.0.9000", "date": "2026-07-02T08:47:24.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/6c8aa7f64e99380fb4693705543fff9ca55a3a263c03db165e1a6249ce8ef939", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" }, { "r": "4.6.1", "os": "win", "version": "1.1.0.9000", "date": "2026-07-02T08:47:26.000Z", "commit": "3731a1809f96c9e57a8687e6c8f05c552e8ab4ce", "fileid": "https://r2.ropensci.org/132a235ba340be3f0d7e44da03a8e48e9c9b4996a3cdc273b43fee30384e9ae0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kolesarm/actions/runs/28577194892" } ] }