{ "_id": "6ac78680de46216d5edd1981", "Package": "redeem", "Type": "Package", "Title": "Relational Event and Durational Event Models", "Version": "1.1.0", "Date": "2026-08-21", "Author": "Cornelius Fritz [aut, cre]", "Maintainer": "Cornelius Fritz ", "Authors@R": "person(\"Cornelius\", \"Fritz\", , \"corneliusfritz2010@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Model relational and durational events in a counting\nprocess framework, with functions for estimating and simulating\nRelational Event Models (REM) and Durational Event Models\n(DEM). Includes support for time-varying covariates, windowed\nstatistics, and high-dimensional node-level fixed effects.\nReferences include Fritz et al. (2026) \"Scalable Durational\nEvent Models: Application to Physical and Digital Interactions\"\n.", "License": "GPL-3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Encoding": "UTF-8", "URL": "https://corneliusfritz.github.io/redeem/", "BugReports": "https://github.com/corneliusfritz/redeem/issues", "Config/roxygen2/version": "8.0.0", "Repository": "https://corneliusfritz.r-universe.dev", "Date/Publication": "2026-08-24 08:19:49 UTC", "RemoteUrl": "https://github.com/corneliusfritz/redeem", "RemoteRef": "HEAD", "RemoteSha": "404f0d4009892753b6f550dab97fb8d3372558ed", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-08 11:35:42 UTC", "User": "root" }, "_user": "corneliusfritz", "_type": "src", "_file": "redeem_1.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/0ab56c573d7b78a95b2fb01d19731686fff0b8b1e62e705d6a736693dd15dafa", "_filesize": 791440, "_sha256": "0ab56c573d7b78a95b2fb01d19731686fff0b8b1e62e705d6a736693dd15dafa", "_expires": "2027-01-16T12:03:10.000Z", "_created": "2026-10-08T11:35:42.000Z", "_published": "2026-10-08T12:03:11.992Z", "_buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113291052721, "time": 179, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11547992127" }, { "job": 113291052526, "time": 214, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11548281484" }, { "job": 113291052617, "time": 173, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11547852402" }, { "job": 113291052703, "time": 224, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11548591370" }, { "job": 113291052558, "time": 225, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11549785309" }, { "job": 113291052516, "time": 574, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11547358385" }, { "job": 113291052625, "time": 187, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11548604623" }, { "job": 113291052430, "time": 622, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "" }, { "job": 113289269035, "time": 286, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11547821457" }, { "job": 113291052207, "time": 118, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11548096742" }, { "job": 113291052452, "time": 429, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11547697582" }, { "job": 113291052327, "time": 274, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11547797291" }, { "job": 113291052360, "time": 225, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11548636235" }, { "job": 113291052368, "time": 449, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11547672792" }, { "job": 113291052545, "time": 231, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11547582240" } ], "_upstream": "https://github.com/corneliusfritz/redeem", "_commit": { "id": "404f0d4009892753b6f550dab97fb8d3372558ed", "author": "Cornelius Fritz ", "committer": "Cornelius Fritz ", "message": "ed\n", "time": 1787559589 }, "_maintainer": { "name": "Cornelius Fritz", "email": "corneliusfritz2010@gmail.com", "login": "corneliusfritz", "description": "", "uuid": 19375653 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppProgress", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.12", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "digest", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "network", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "corneliusfritz", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-23", "n": 4 }, { "week": "2026-25", "n": 1 }, { "week": "2026-26", "n": 2 }, { "week": "2026-29", "n": 1 }, { "week": "2026-32", "n": 2 }, { "week": "2026-34", "n": 1 }, { "week": "2026-35", "n": 1 } ], "_tags": [ { "name": "v1.0", "date": "2026-06-28" }, { "name": "v1.1", "date": "2026-08-24" } ], "_stars": 2, "_contributors": [ { "user": "corneliusfritz", "count": 17, "uuid": 19375653 } ], "_userbio": { "uuid": 19375653, "type": "user", "name": "Cornelius Fritz ", "followers": 14 }, "_downloads": { "count": 315, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/redeem" }, "_devurl": "https://github.com/corneliusfritz/redeem", "_pkgdown": "https://corneliusfritz.github.io/redeem/", "_searchresults": 75, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "extra/redeem.html" ], "_homeurl": "https://github.com/corneliusfritz/redeem", "_realowner": "corneliusfritz", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2026-06-22" }, { "version": "1.1.0", "date": "2026-08-21" } ], "_exports": [ "baseline", "check_matrix", "common_partner", "control.redeem", "count", "current_common_partner", "current_common_partner_ISP", "current_common_partner_ITP", "current_common_partner_OSP", "current_common_partner_OTP", "current_common_partners", "current_count_absdiff", "current_count_in_receiver", "current_count_in_sender", "current_count_out_receiver", "current_count_out_sender", "current_count_sum", "current_degree_absdiff", "current_degree_in_receiver", "current_degree_in_sender", "current_degree_out_receiver", "current_degree_out_sender", "current_degree_sum", "current_interaction", "current_triangle", "degree", "degrees", "dem", "dem.simulate", "duration", "dyadic_cov", "general_common_partner", "general_common_partner_ISP", "general_common_partner_ITP", "general_common_partner_OSP", "general_common_partner_OTP", "general_common_partners", "general_count_absdiff", "general_count_in_receiver", "general_count_in_sender", "general_count_out_receiver", "general_count_out_sender", "general_count_sum", "general_degree_absdiff", "general_degree_in_receiver", "general_degree_in_sender", "general_degree_out_receiver", "general_degree_out_sender", "general_degree_sum", "general_triangle", "get_oos_likelihood", "get_ranking", "get_residuals", "inertia", "intercept", "Intercept", "monadic_cov", "number_interaction", "plot_baseline", "predict_baseline_trend", "ps", "psABAY", "psABBA", "psABBY", "psABXA", "psABXB", "psABXY", "reciprocity", "rem", "rem.simulate", "triangle" ], "_help": [ { "page": "check_matrix", "title": "Validate the Structure of a Durational Event List", "topics": [ "check_matrix" ] }, { "page": "control.redeem", "title": "Control Parameters for REDEEM Models", "topics": [ "control.redeem" ] }, { "page": "dem", "title": "Durational Event Model (DEM) Estimation", "topics": [ "dem" ] }, { "page": "dem_object", "title": "The dem Object", "topics": [ "dem-class", "dem_object" ] }, { "page": "dem.simulate", "title": "Simulate events based on specified formulas and coefficients", "topics": [ "dem.simulate" ] }, { "page": "get_oos_likelihood", "title": "Out-of-sample Log-Likelihood (Proper Scoring Rule)", "topics": [ "get_oos_likelihood" ] }, { "page": "get_ranking", "title": "Get ranking for test events (Out-of-Sample Goodness-of-Fit)", "topics": [ "get_ranking" ] }, { "page": "get_residuals", "title": "Get residuals for model diagnostics (Cox-Snell Residuals)", "topics": [ "get_residuals" ] }, { "page": "plot_baseline", "title": "Plot the Estimated Baseline Intensity", "topics": [ "plot_baseline" ] }, { "page": "predict_baseline_trend", "title": "Predict the baseline intensity trend at one or more future time points", "topics": [ "predict_baseline_trend" ] }, { "page": "redeem_terms", "title": "redeem Model Terms", "topics": [ "baseline", "common_partner", "count", "current_common_partner", "current_common_partners", "current_common_partner_ISP", "current_common_partner_ITP", "current_common_partner_OSP", "current_common_partner_OTP", "current_count_absdiff", "current_count_in_receiver", "current_count_in_sender", "current_count_out_receiver", "current_count_out_sender", "current_count_sum", "current_degree_absdiff", "current_degree_in_receiver", "current_degree_in_sender", "current_degree_out_receiver", "current_degree_out_sender", "current_degree_sum", "current_interaction", "current_triangle", "degree", "degrees", "duration", "dyadic_cov", "general_common_partner", "general_common_partners", "general_common_partner_ISP", "general_common_partner_ITP", "general_common_partner_OSP", "general_common_partner_OTP", "general_count_absdiff", "general_count_in_receiver", "general_count_in_sender", "general_count_out_receiver", "general_count_out_sender", "general_count_sum", "general_degree_absdiff", "general_degree_in_receiver", "general_degree_in_sender", "general_degree_out_receiver", "general_degree_out_sender", "general_degree_sum", "general_triangle", "inertia", "Intercept", "intercept", "monadic_cov", "number_interaction", "ps", "psABAY", "psABBA", "psABBY", "psABXA", "psABXB", "psABXY", "reciprocity", "redeem_terms", "statistics", "terms", "triangle" ] }, { "page": "rem", "title": "Relational Event Model (REM) Estimation", "topics": [ "rem" ] }, { "page": "rem_object", "title": "The rem Object", "topics": [ "rem-class", "rem_object" ] }, { "page": "rem.simulate", "title": "Simulate a Relational Event Model (REM)", "topics": [ "rem.simulate" ] }, { "page": "summary.redeem_result", "title": "Summary of a 'redeem_result' Model Fit", "topics": [ "summary.redeem_result" ] } ], "_pkglogo": "https://github.com/corneliusfritz/redeem/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/corneliusfritz/redeem/raw/HEAD/README.md", "_rundeps": [ "data.table", "digest", "lattice", "MASS", "Matrix", "Rcpp", "RcppArmadillo", "RcppProgress", "survival" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "introduction_to_dem.Rmd", "filename": "introduction_to_dem.html", "title": "Introduction to Durational Event Models", "engine": "knitr::rmarkdown", "headings": [ "Abstract", "Theoretical Framework", "Summary Statistics", "Fine-tuning with \\code", "Example: Simulating and Fitting a DEM", "Data Preparation", "Model Fitting", "Interpretation", "Simulation and Model Diagnostics", "Predicting and Simulating Events", "Residual Analysis", "References" ], "created": "2026-06-04 09:43:55", "modified": "2026-06-04 09:43:55", "commits": 1 }, { "source": "introduction_to_rem.Rmd", "filename": "introduction_to_rem.html", "title": "Introduction to Relational Event Models", "engine": "knitr::rmarkdown", "headings": [ "Abstract", "Theoretical Framework: Relational Event Models", "Summary Statistics and Degree Effects", "Example: Simulating and Fitting a REM", "Data Preparation", "Model Fitting", "Interpretation", "Simulation and Model Diagnostics", "Predicting and Simulating Events", "Residual Analysis" ], "created": "2026-06-04 09:43:55", "modified": "2026-06-04 09:43:55", "commits": 1 }, { "source": "sufficient_statistics.Rmd", "filename": "sufficient_statistics.html", "title": "Mathematical Definitions and Formula Specifications of Sufficient Statistics", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Statistic Transformations", "Formula Examples", "Baseline and Nuisance Terms", "1. Intercept (intercept / Intercept)", "2. Time-Varying Baseline (baseline)", "3. Degree Fixed Effects (degree / degrees)", "Endogenous Dyadic Terms", "1. Inertia (inertia / number_interaction)", "2. Reciprocity (reciprocity)", "3. Duration (duration / current_interaction)", "4. Participation Shifts (ps / psABBA, psABBY, psABAY, psABXA, psABXB, psABXY)", "Triadic Closure and Shared Partners", "1. Common Partners (general_common_partners / current_common_partners / common_partner)", "2. Triangles (general_triangle / current_triangle / triangle)", "Degree and Centrality Statistics", "1. Binary Degree Statistics (general_degree_*, current_degree_*, degree)", "2. Weighted Event Count Statistics (general_count_*, current_count_*, count)", "Exogenous Statistics", "1. Dyadic Covariate (dyadic_cov)", "2. Monadic Covariate (monadic_cov)" ], "created": "2026-06-04 09:43:55", "modified": "2026-08-05 10:10:00", "commits": 5 } ], "_score": 6.19728055812562, "_indexed": true, "_nocasepkg": "redeem", "_universes": [ "corneliusfritz" ], "_binaries": [ { "r": "4.6.1", "os": "mac", "version": "1.1.0", "date": "2026-09-23T11:33:48.000Z", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/5ebcf7ed35621380e04e2762cdd6396ca149f35a40a58874e02bff31fe148a0f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/35854446083" }, { "r": "4.7.0", "os": "linux", "version": "1.1.0", "date": "2026-10-08T11:38:26.000Z", "distro": "resolute", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/45b2b1a288d57715a86ebf5e8d56ade38e484492fb50ea54bdfc9b55c7a9c71d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.7.0", "os": "linux", "version": "1.1.0", "date": "2026-10-08T11:38:38.000Z", "distro": "resolute", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/edba56f9eff53b3fdd7378f543c08ae58e8c8fba2d445b5a90e080cbfa01cd2e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.1", "os": "linux", "version": "1.1.0", "date": "2026-10-08T11:38:23.000Z", "distro": "resolute", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/ac88c63ad4c5e775ef21666c3503f2ddb5ddaa06105356641228c30bf483248e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.1", "os": "linux", "version": "1.1.0", "date": "2026-10-08T11:38:42.000Z", "distro": "resolute", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/aaba1a908e6074fb41dcf4bb11c2f8baaf7fc20066aadee867911f6598a29271", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0", "date": "2026-10-08T12:00:37.000Z", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/c4175a1b4f747bb9d8020d31a2982ae9f4799e50b42d4d4fe5ea6094017ece4d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0", "date": "2026-10-08T11:42:30.000Z", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/149b79d364f1bfa5c69bf85c0d387c170c1f9528f940d89be3961d1c7f4c7e4c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.1", "os": "mac", "version": "1.1.0", "date": "2026-10-08T11:59:26.000Z", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/9189ca7b457e30f8b6c88558d4276cd1df6d845d49835d375d8e3823f2ef2e1d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.0", "date": "2026-10-08T11:38:32.000Z", "arch": "emscripten", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/3c021ef3e3f5f419dbb0370b97da9362b996f644057031167115b07d4b677e30", "status": "success", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.7.0", "os": "win", "version": "1.1.0", "date": "2026-10-08T11:41:25.000Z", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/3d4593332a387e0795cd9f097a277e208556cb79c710ce0c25f7bc9cd06023c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.7.0", "os": "win", "version": "1.1.0", "date": "2026-10-08T11:38:00.000Z", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/9732e1bea77bea85b8bc926b1f852a3ed4a1367945ec6fe0d24d84f9d67397a4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.5.3", "os": "win", "version": "1.1.0", "date": "2026-10-08T11:37:57.000Z", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/95c74fc133f06918679451c78d215b68ac3a8bbfe15666555519a7ddb87c44c3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.1", "os": "win", "version": "1.1.0", "date": "2026-10-08T11:41:55.000Z", "arch": "aarch64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/d8998555d93131ce2ce67c8683919c7ef53f9e1bee6dbf80cca0b7fc2b29e0be", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" }, { "r": "4.6.1", "os": "win", "version": "1.1.0", "date": "2026-10-08T11:38:00.000Z", "arch": "x86_64", "commit": "404f0d4009892753b6f550dab97fb8d3372558ed", "fileid": "https://r2.ropensci.org/2be2a42e871d22b6deb41d35cc51dd6e8299d855d6cf81b214ff4653cd9931a9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/37770655177" } ] }