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>.
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8.21 score 29 stars 7 dependents 166 scripts 3.2k downloadscstab - Selection of Number of Clusters via Normalized Clustering Instability
Selection of the number of clusters in cluster analysis using stability methods.
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cpp
4.03 score 4 stars 1 dependents 18 scripts 333 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>.
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3.18 score 1 stars 1 dependents 2 scripts 217 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.
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3.10 score 1 stars 25 scripts 293 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.
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2.00 score 10 scripts 206 downloads