A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models (jeek)
Provides a fast and scalable joint estimator for integrating additional knowledge in learning multiple related sparse Gaussian Graphical Models (JEEK). …

Uniform Manifold Approximation and Projection (umap)
Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <ar …

Bioequivalence Study Data Analysis (BE)
Analyze bioequivalence study data in a industrial strength. Sample size could be determined for various crossover designs, such as 2×2 design, 2×4 desi …

Independent Component Analysis for Grouped Data (groupICA)
Contains an implementation of an independent component analysis (ICA) for grouped data. The main function groupICA() performs a blind source separation …

Generalized Linear Mixed Models with Robust Random Fields for Spatiotemporal Modeling (glmmfields)
Implements Bayesian spatial and spatiotemporal models that optionally allow for extreme spatial deviations through time. ‘glmmfields’ uses a predictive …

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