gclus - Clustering Graphics

Orders panels in scatterplot matrices and parallel coordinate displays by some merit index. Package contains various indices of merit, ordering functions, and enhanced versions of pairs and parcoord which color panels according to their merit level.

Last updated 6 years ago

8.13 score 81 dependents 406 scripts 23k downloads

condvis2 - Interactive Conditional Visualization for Supervised and Unsupervised Models in Shiny

Constructs a shiny app function with interactive displays for conditional visualization of models, data and density functions. An extended version of package 'condvis'. Catherine B. Hurley, Mark O'Connell,Katarina Domijan (2021) <10.1080/10618600.2021.1983439>.

Last updated 2 years ago

5.86 score 6 stars 1 dependents 16 scripts 294 downloads

PairViz - Visualization using Graph Traversal

Improving graphics by ameliorating order effects, using Eulerian tours and Hamiltonian decompositions of graphs. References for the methods presented here are C.B. Hurley and R.W. Oldford (2010) <doi:10.1198/jcgs.2010.09136> and C.B. Hurley and R.W. Oldford (2011) <doi:10.1007/s00180-011-0229-5>.

Last updated 3 years ago

5.75 score 1 stars 3 dependents 42 scripts 314 downloads

bullseye - Visualising Multiple Pairwise Variable Correlations and Other Scores

We provide a tidy data structure and visualisations for multiple or grouped variable correlations, general association measures scagnostics and other pairwise scores suitable for numerical, ordinal and nominal variables. Supported measures include distance correlation, maximal information, ace correlation, Kendall's tau, and polychoric correlation.

Last updated 20 days ago

5.53 score 2 stars 14 scripts 229 downloads

ERSA - Exploratory Regression 'Shiny' App

Constructs a 'shiny' app function with interactive displays for summary and analysis of variance regression tables, and parallel coordinate plots of data and residuals.

Last updated 1 years ago

3.88 score 15 scripts 224 downloads

DendSer - Dendrogram Seriation: Ordering for Visualisation

Re-arranges a dendrogram to optimize visualisation-based cost functions.

Last updated 3 years ago

3.67 score 5 dependents 27 scripts 1.2k downloads