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CRAN: Package dream

dream: Dynamic Relational Event Analysis and Modeling

A set of tools for relational and event analysis, including two- and one-mode network brokerage and structural measures, and helper functions optimized for relational event analysis with large datasets, including creating relational risk sets, computing network statistics, estimating relational event models, and simulating relational event sequences. For more information on relational event models, see Butts (2008) <doi:10.1111/j.1467-9531.2008.00203.x>, Lerner and Lomi (2020) <doi:10.1017/nws.2019.57>, Bianchi et al. (2024) <doi:10.1146/annurev-statistics-040722-060248>, and Butts et al. (2023) <doi:10.1017/nws.2023.9>. In terms of the structural measures in this package, see Leal (2025) <doi:10.1177/00491241251322517>, Burchard and Cornwell (2018) <doi:10.1016/j.socnet.2018.04.001>, and Fujimoto et al. (2018) <doi:10.1017/nws.2018.11>. This package was developed with support from the National Science Foundation’s (NSF) Human Networks and Data Science Program (HNDS) under award number 2241536 (PI: Diego F. Leal). Any opinions, findings, and conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the NSF.

Version: 1.0.1
Depends: R (≥ 3.5.0)
Imports: collapse, data.table, foreach, parallel, doParallel, Rcpp, lifecycle, dqrng, fastmatch
LinkingTo: Rcpp
Published: 2026-02-07
DOI: 10.32614/CRAN.package.dream
Author: Kevin A. Carson ORCID iD [aut, cre], Diego F. Leal ORCID iD [aut]
Maintainer: Kevin A. Carson <kacarson at arizona.edu>
BugReports: https://github.com/kevinCarson/dream/issues
License: MIT + file LICENSE
URL: https://github.com/kevinCarson/dream
NeedsCompilation: yes
Materials: README, NEWS
In views: NetworkAnalysis
CRAN checks: dream results

Documentation:

Reference manual: dream.html , dream.pdf

Downloads:

Package source: dream_1.0.1.tar.gz
Windows binaries: r-devel: dream_1.0.1.zip, r-release: dream_1.0.1.zip, r-oldrel: dream_1.0.1.zip
macOS binaries: r-release (arm64): dream_1.0.1.tgz, r-oldrel (arm64): dream_1.0.1.tgz, r-release (x86_64): dream_1.0.1.tgz, r-oldrel (x86_64): dream_1.0.1.tgz
Old sources: dream archive

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