High-Dimensional Multivariate Statistics & Statistical Machine Learning

  • ▬  rags2ridges
          • Purpose: Ridge estimation and graphical modeling of precision matrices from high-dimensional data (learning undirected graphs).
          • Platform: R package with C++ core.
          • Downloads:   GitHub | CRAN
          • Manual
          • Website
  • ▬  FMradio
          • Purpose: Supporting stable prediction and classification with radiomics data through factor analytic modeling.
          • Platform: R package.
          • Downloads:   GitHub | CRAN
          • Manual
          • Vignette

Low-Dimensional Multivariate Statistics & Factor Analysis

  • ▬  ICOFAC
          • Purpose: Model selection for inequality-constrained factor analytic models.
          • Platform: Fortran 90 executable.
          • Downloads:   to appear on my GitHub
  • ▬  FADS
          • Purpose: Factor analyic dimensionality selection.
          • Platform: Fortran 90 executable.
          • Downloads:   to appear on my GitHub

(Sociometrics of) Scientific & Public Integrity

  • ▬  DataVeracity
          • Purpose: Assessment of the veracity of reported data for one-way ANOVA-type designs.
          • Platform: R package.
          • Downloads:   GitHub
          • Manual