mgm - Estimating Time-Varying k-Order Mixed Graphical Models
Estimation of k-Order time-varying Mixed Graphical Models and mixed VAR(p) models via elastic-net regularized neighborhood regression. For details see Haslbeck & Waldorp (2020) <doi:10.18637/jss.v093.i08>.
Last updated 1 months ago
7.76 score 27 stars 5 packages 120 scripts 2.4k downloadsmnet - Modeling Group Differences and Moderation Effects in Statistical Network Models
A toolbox for modeling manifest and latent group differences and moderation effects in various statistical network models.
Last updated 1 months ago
4.83 score 17 scripts 234 downloadscstab - Selection of Number of Clusters via Normalized Clustering Instability
Selection of the number of clusters in cluster analysis using stability methods.
Last updated 1 years ago
3.91 score 3 stars 1 packages 18 scripts 313 downloadsfspe - Estimating the Number of Factors in EFA with Out-of-Sample Prediction Errors
Estimating the number of factors in Exploratory Factor Analysis (EFA) with out-of-sample prediction errors using a cross-validation scheme. Haslbeck & van Bork (Preprint) <https://psyarxiv.com/qktsd>.
Last updated 2 years ago
3.18 score 1 stars 1 packages 2 scripts 185 downloadsinet - Performing Inference on Networks with Regularization
Performs inference with the lasso in Gaussian Graphical Models. The package consists of wrappers for functions from the hdi package.
Last updated 3 years ago
2.00 score 7 scripts 129 downloads