{ "_id": "6a1f2685b401979e73422043", "Package": "MetaStudies", "Type": "Package", "Title": "Shiny app and function for Meta studies following Andrews and\nKasy (2019).", "Version": "0.1.0", "Author": "Maximilian Kasy, Sebastian Kranz", "Maintainer": "Sebastian Kranz ", "Description": "This package mainly consists of Maximilan Kasy's code of\nhis shiny app for MetaStudies on publication bias. I added some\nstuff, rewrote it a bit and put everything into an R package.\nThe original code is here:\nhttps://github.com/maxkasy/MetaStudiesApp The code is based on\nAndrews and Kasy (2019). In particular, I added code to run\nmisspecification tests that will be explained in Kranz and Pütz\n(2021). References: - Andrews, Isaiah and Maximilian Kasy.\n2019. “Identification of and correction for publication bias.”\nAmerican Economic Review 109 (8): 2766-94. - Kranz, Sebastian\nand Peter Pütz. 2021 “Rounding and other pitfalls in\nmeta-studies on p-hacking and publication bias. A comment on\nBrodeur et al. (2020)”, working paper.", "License": "Attribution-NonCommercial-ShareAlike 4.0\nhttps://creativecommons.org/licenses/by-nc-sa/4.0/legalcode", "Encoding": "UTF-8", "RoxygenNote": "7.1.1", "Config/pak/sysreqs": "cmake make libuv1-dev zlib1g-dev", "Repository": "https://skranz.r-universe.dev", "Date/Publication": "2021-05-12 16:52:44 UTC", "RemoteUrl": "https://github.com/skranz/MetaStudies", "RemoteRef": "main", "RemoteSha": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-16 05:53:44 UTC", "User": "root" }, "MD5sum": "f4030539da42ee02be940fce3a89bd75", "_user": "skranz", "_type": "src", "_file": "MetaStudies_0.1.0.tar.gz", "_fileid": "2f2860232f2c0b971ec0f9e58f35fa80b9dc61e468c05e853d336c5808a58f3e", "_filesize": 389796, "_sha256": "2f2860232f2c0b971ec0f9e58f35fa80b9dc61e468c05e853d336c5808a58f3e", "_created": "2026-05-16T05:53:44.000Z", "_published": "2026-06-02T18:52:53.208Z", "_distro": "noble", "_jobs": [ { "job": 79147976198, "time": 129, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7030986333" }, { "job": 79147976075, "time": 133, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7030986686" }, { "job": 79147976304, "time": 164, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7030989312" }, { "job": 79147976302, "time": 75, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7030981220" }, { "job": 79147975495, "time": 172, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7030974243" }, { "job": 79147975417, "time": 108, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7366992353" }, { "job": 79147976054, "time": 78, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7030981547" }, { "job": 79147976416, "time": 74, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7030981191" }, { "job": 79147976056, "time": 89, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7030982659" } ], "_buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/skranz/MetaStudies", "_commit": { "id": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "author": "Sebastian Kranz ", "committer": "Sebastian Kranz ", "message": "Update readme\n", "time": 1620838364 }, "_maintainer": { "name": "Sebastian Kranz", "email": "sebastian.kranz@uni-ulm.de", "login": "skranz", "bluesky": "@sebkranz.bsky.social", "uuid": 1413022 }, "_registered": true, "_dependencies": [ { "package": "ggplot2", "role": "Depends" }, { "package": "reshape", "role": "Depends" }, { "package": "shiny", "role": "Depends" }, { "package": "dplyr", "role": "Depends" }, { "package": "parallel", "role": "Suggests" } ], "_owner": "skranz", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "skranz", "count": 10, "uuid": 1413022 } ], "_userbio": { "uuid": 1413022, "type": "user", "name": "Sebastian Kranz" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MetaStudies" }, "_devurl": "https://github.com/skranz/metastudies", "_searchresults": 7, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MetaStudies.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_exports": [ "bootstrap_specification_tests", "bootstrap_specification_tests_inner", "Clustered_covariance_estimate", "estimates_plot", "estimatestable", "metastudies_abs_funnel_plot", "metastudies_estimation", "metastudies_funnel_plot", "MetaStudiesApp", "metastudy_X_sigma_cors", "nlist", "print.MetaStudy", "RobustVariance", "summarize_bootstrap_specification_tests", "Tpowers_fun", "VariationVarianceLogLikelihood", "z_histogram" ], "_datasets": [ { "name": "IV", "title": "", "object": "IV", "file": "IV.csv", "class": [ "data.frame" ], "fields": [ "X98.592.72.41200000000001" ], "rows": 4819, "table": true, "tojson": true } ], "_help": [ { "page": "bootstrap_specification_tests", "title": "Call metastudy_X_sigma_cors repeatedly with new bootstrap samples to compute standard errors for correlations using the inverse probability weighting approach", "topics": [ "bootstrap_specification_tests" ] }, { "page": "estimates_plot", "title": "Plot", "topics": [ "estimates_plot" ] }, { "page": "metastudies_estimation", "title": "Perform Andrews and Kasy (2019) estimation", "topics": [ "metastudies_estimation" ] }, { "page": "MetaStudiesApp", "title": "Create and run the MetaStudies shiny app", "topics": [ "MetaStudiesApp" ] }, { "page": "metastudy_X_sigma_cors", "title": "Computes correlations to test the independece assumption between estimate and standard error of Andrews and Kasy (2019)", "topics": [ "metastudy_X_sigma_cors" ] } ], "_readme": "https://github.com/skranz/MetaStudies/raw/main/README.md", "_rundeps": [ "base64enc", "bslib", "cachem", "cli", "commonmark", "cpp11", "digest", "dplyr", "farver", "fastmap", "fontawesome", "fs", "generics", "ggplot2", "glue", "gtable", "htmltools", "httpuv", "isoband", "jquerylib", "jsonlite", "labeling", "later", "lifecycle", "magrittr", "memoise", "mime", "otel", "pillar", "pkgconfig", "plyr", "promises", "R6", "rappdirs", "RColorBrewer", "Rcpp", "reshape", "rlang", "S7", "sass", "scales", "shiny", "sourcetools", "tibble", "tidyselect", "utf8", "vctrs", "viridisLite", "withr", "xtable" ], "_score": 1.6989700043360187, "_indexed": true, "_nocasepkg": "metastudies", "_universes": [ "skranz" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-05-16T05:55:50.000Z", "distro": "noble", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "53342114742faca139454ae9fdef501e81bd18295e3ef842516bb088cbb009b0", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-05-16T05:55:54.000Z", "distro": "noble", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "3f43a47666be8f0a57b382002d8d5cd6a22d916daa031ae3262869fae64a0c5f", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-05-16T05:56:14.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "74da122d89c2647a89d389da0631c40ec830dc0d5ef3509c95333c9638d53b3f", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-05-16T05:55:02.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "800bd967d2e3f1c296a899101ab9fb13f4ca666a866703f1a4f2c08652fa9fbd", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-05-16T05:54:56.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "1a8bfc45c8b4c51b5f703eb6c6738853d2d4b6924eb2353e4b88a6a4365b7ad4", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-05-16T05:54:52.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "098697648c9d842d8b184862b953c29a4dcbbb034537232f5b92c46ece32b2ac", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-05-16T05:55:06.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "0861707a33d4d7b99132ee4e86787f4d91c004d57c96ea4ef30d918a685d3014", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-02T18:52:39.000Z", "commit": "c0715f99b9aa4ecdc7a4e0ef5b0e7834349dfbd1", "fileid": "1a41e4991cccdf277c1122a67d79459ce51b06add70c7c3939e407b0deb423a7", "status": "success", "buildurl": "https://github.com/r-universe/skranz/actions/runs/25954291418" } ] }