A large C/C++-based package for advanced data transformation and statistical computing in R that is extremely fast, class-agnostic, robust, and programmer friendly. Core functionality includes a rich set of S3 generic grouped and weighted statistical functions for vectors, matrices and data frames, which provide efficient low-level vectorizations, OpenMP multithreading, and skip missing values by default. These are integrated with fast grouping and ordering algorithms (also callable from C), and efficient data manipulation functions. The package also provides a flexible and rigorous approach to time series and panel data in R, fast functions for data transformation and common statistical procedures, detailed (grouped, weighted) summary statistics, powerful tools to work with nested data, fast data object conversions, functions for memory efficient R programming, and helpers to effectively deal with variable labels, attributes, and missing data. It seamlessly supports base R objects/classes as well as 'units', 'integer64', 'xts'/ 'zoo', 'tibble', 'grouped_df', 'data.table', 'sf', and 'pseries'/'pdata.frame'.
Version: 2.1.2 Depends: R (≥ 4.1.0) Imports: Rcpp (≥ 1.0.1) LinkingTo: Rcpp Suggests: fastverse, data.table, magrittr, kit, xts, zoo, plm, fixest, vars, RcppArmadillo, RcppEigen, tibble, dplyr, ggplot2, scales, microbenchmark, testthat, covr, knitr, rmarkdown, withr, bit64 Published: 2025-05-24 DOI: 10.32614/CRAN.package.collapse Author: Sebastian Krantz [aut, cre], Matt Dowle [ctb], Arun Srinivasan [ctb], Morgan Jacob [ctb], Dirk Eddelbuettel [ctb], Laurent Berge [ctb], Kevin Tappe [ctb], Alina Cherkas [ctb], R Core Team and contributors worldwide [ctb], Martyn Plummer [cph], 1999-2016 The R Core Team [cph] Maintainer: Sebastian Krantz <sebastian.krantz at graduateinstitute.ch> BugReports: https://github.com/SebKrantz/collapse/issues License: GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] URL: https://sebkrantz.github.io/collapse/, https://github.com/SebKrantz/collapse NeedsCompilation: yes Citation: collapse citation info Materials: NEWS In views: Econometrics, OfficialStatistics, TimeSeries CRAN checks: collapse results Documentation: Downloads: Reverse dependencies: Reverse depends: multistateQTL Reverse imports: africamonitor, amadeus, aorsf, blocs, bsitar, cheapr, deduped, DepecheR, dfadjust, dfms, dggridR, DisImpact, effectplots, fastdid, fastplyr, fastverse, FuncDiv, joyn, mcmcsae, mooplot, osmclass, PakNAcc, penppml, PiC, plm, QTLExperiment, samadb, SGP, spicy, summclust, timeplyr, ugatsdb, versus, zoomerjoin Reverse suggests: arcgisutils, bayestestR, ctsem, easystats, labelr, marginaleffects, modelbased, mvgam, ordbetareg, report, see, tinycodet, VizTest Linking:Please use the canonical form https://CRAN.R-project.org/package=collapse to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4