RSiena - Siena - Simulation Investigation for Empirical Network Analysis
The main purpose of this package is to perform simulation-based estimation of stochastic actor-oriented models for longitudinal network data collected as panel data. Dependent variables can be single or multivariate networks, which can be directed, non-directed, or two-mode; and associated actor variables. There are also functions for testing parameters and checking goodness of fit. An overview of these models is given in Snijders (2017), <doi:10.1146/annurev-statistics-060116-054035>.
Last updated 18 days ago
longitudinal-datarsienasocial-network-analysisstatistical-network-analysisstatisticscpp
9.82 score 103 stars 1 dependents 330 scripts 804 downloads
goldfish - Statistical Network Models for Dynamic Network Data
Tools for fitting statistical network models to dynamic network data. Can be used for fitting both dynamic network actor models ('DyNAMs') and relational event models ('REMs'). Stadtfeld, Hollway, and Block (2017a) <doi:10.1177/0081175017709295>, Stadtfeld, Hollway, and Block (2017b) <doi:10.1177/0081175017733457>, Stadtfeld and Block (2017) <doi:10.15195/v4.a14>, Hoffman et al. (2020) <doi:10.1017/nws.2020.3>.
Last updated 5 months ago
dynamnetwork-modellingremstatistical-network-analysisopenblascppopenmp
7.91 score 61 stars 44 scripts 257 downloads
migraph - Univariate and Multivariate Tests for Multimodal and Other Networks
A set of tools for testing networks. It includes functions for univariate and multivariate conditional uniform graph and quadratic assignment procedure testing, and network regression. The package is a complement to 'Multimodal Political Networks' (2021, ISBN:9781108985000), and includes various datasets used in the book. Built on the 'manynet' package, all functions operate with matrices, edge lists, and 'igraph', 'network', and 'tidygraph' objects, and on one-mode and two-mode (bipartite) networks.
Last updated 2 months ago
igraphmultilevel-networksmultimodal-networknetwork-analysissna
6.49 score 39 stars 33 scripts 1.0k downloads
manynet - Many Ways to Make, Modify, Map, Mark, and Measure Myriad Networks
Many tools for making, modifying, mapping, marking, measuring, and motifs and memberships of many different types of networks. All functions operate with matrices, edge lists, and 'igraph', 'network', and 'tidygraph' objects, and on one-mode, two-mode (bipartite), and sometimes three-mode networks. The package includes functions for importing and exporting, creating and generating networks, modifying networks and node and tie attributes, and describing and visualizing networks with sensible defaults.
Last updated 1 months ago
diffusion-modelsgraphsnetwork-analysis
6.39 score 13 stars 1 dependents 35 scripts 824 downloads