r-nestimate 0.8.5
Propagated dependencies: r-scales@1.4.0 r-nnet@7.3-20 r-ggplot2@4.0.3 r-data-table@1.18.4 r-cluster@2.1.8.2 r-brglm2@1.1.0
Channel: guix-cran
Home page: https://github.com/mohsaqr/Nestimate
Licenses: Expat
Build system: r
Synopsis: Dynamic, Probabilistic, and Higher-Order Network Analysis
Description:
Estimate, compare, and analyze dynamic and psychological networks using a unified interface. Provides transition network analysis estimation (transition, frequency, co-occurrence, attention-weighted) Saqr et al. (2025) <doi:10.1145/3706468.3706513>, psychological network methods (correlation, partial correlation, graphical lasso', Ising') Saqr, Beck, and Lopez-Pernas (2024) <doi:10.1007/978-3-031-54464-4_19>, and higher-order network methods including higher-order networks, higher-order network embedding, hyper-path anomaly, and multi-order generative model. Supports bootstrap inference, permutation testing, split-half reliability, centrality stability analysis, mixed Markov models, multi-cluster multi-layer networks and clustering.
Total packages: 1