qgraph - Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation

Fork of qgraph - Weighted network visualization and analysis, as well as Gaussian graphical model computation. See Epskamp et al. (2012) <doi:10.18637/jss.v048.i04>.

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cpp

11.76 score 72 stars 67 dependents 1.8k scripts 28k downloads

semPlot - Path Diagrams and Visual Analysis of Various SEM Packages' Output

Path diagrams and visual analysis of various SEM packages' output.

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11.46 score 66 stars 18 dependents 2.5k scripts 27k downloads

bootnet - Bootstrap Methods for Various Network Estimation Routines

Bootstrap methods to assess accuracy and stability of estimated network structures and centrality indices <doi:10.3758/s13428-017-0862-1>. Allows for flexible specification of any undirected network estimation procedure in R, and offers default sets for various estimation routines.

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9.52 score 39 stars 3 dependents 245 scripts 5.6k downloads

psychonetrics - Structural Equation Modeling and Confirmatory Network Analysis

Multi-group (dynamical) structural equation models in combination with confirmatory network models from cross-sectional, time-series and panel data <doi:10.31234/osf.io/8ha93>. Allows for confirmatory testing and fit as well as exploratory model search.

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openblascppopenmp

7.98 score 58 stars 2 dependents 57 scripts 715 downloads

mlVAR - Multi-Level Vector Autoregression

Estimates the multi-level vector autoregression model on time-series data. Three network structures are obtained: temporal networks, contemporaneous networks and between-subjects networks.

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6.99 score 6 stars 2 dependents 106 scripts 1.2k downloads

IsingSampler - Sampling Methods and Distribution Functions for the Ising Model

Sample states from the Ising model and compute the probability of states. Sampling can be done for any number of nodes, but due to the intractability of the Ising model the distribution can only be computed up to roughly 10 nodes. The Blume-Capel model, an Ising model with an additional on-site quadratic (crystal-field) term, is also supported.

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cpp

6.16 score 4 stars 6 dependents 48 scripts 2.8k downloads

parSim - Parallel Simulator

Perform flexible simulation studies using one or multiple computer cores. The package is set up to be usable on high-performance clusters in addition to being run locally (i.e., see the package vignettes for more information).

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5.64 score 7 stars 21 scripts 252 downloads