Package: remstimate 2.3.11
Giuseppe Arena
remstimate: Optimization Frameworks for Tie-Oriented and Actor-Oriented Relational Event Models
A comprehensive set of tools designed for optimizing likelihood within a tie-oriented (Butts, C., 2008, <doi:10.1111/j.1467-9531.2008.00203.x>) or an actor-oriented modelling framework (Stadtfeld, C., & Block, P., 2017, <doi:10.15195/v4.a14>) in relational event networks. The package accommodates both frequentist and Bayesian approaches. The frequentist approaches that the package incorporates are the Maximum Likelihood Optimization (MLE) and the Gradient-based Optimization (GDADAMAX). The Bayesian methodologies included in the package are the Bayesian Sampling Importance Resampling (BSIR) and the Hamiltonian Monte Carlo (HMC). The flexibility of choosing between frequentist and Bayesian optimization approaches allows researchers to select the estimation approach which aligns the most with their analytical preferences.
Authors:
remstimate_2.3.11.tar.gz
remstimate_2.3.11.tar.gz(r-4.5-noble)remstimate_2.3.11.tar.gz(r-4.4-noble)
remstimate_2.3.11.tgz(r-4.4-emscripten)remstimate_2.3.11.tgz(r-4.3-emscripten)
remstimate.pdf |remstimate.html✨
remstimate/json (API)
| # Install 'remstimate' in R: |
| install.packages('remstimate', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tilburgnetworkgroup/remstimate/issues
Pkgdown site:https://tilburgnetworkgroup.github.io
Last updated 8 months agofrom:1fdb895d73. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 13 2024 |
| R-4.5-linux-x86_64 | OK | Dec 13 2024 |
Exports:aicaiccbicdiagnosticsremstimatewaic
Dependencies:BHclicpp11glueigraphlatticelifecyclemagrittrMatrixmvnfastpkgconfigRcppRcppArmadilloRcppProgressremifyremstatsrlangtrustvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| aic | aic aic.remstimate |
| aicc | aicc aicc.remstimate |
| Actor-Oriented Relational Event History | ao_data |
| bic | bic bic.remstimate |
| Compute the diagnostics of a 'remstimate' object | diagnostics diagnostics.remstimate |
| Plot diagnostics of a 'remstimate' object | plot.remstimate |
| Print out a quick overview of a 'remstimate' object | print.remstimate |
| remstimate - optimization of tie-oriented and actor-oriented likelihood | remstimate |
| Generate the summary of a 'remstimate' object | summary.remstimate |
| Tie-Oriented Relational Event History | tie_data |
| waic | waic waic.remstimate |
