cubble - A Vector Spatio-Temporal Data Structure for Data Analysis
A spatiotemperal data object in a relational data structure to separate the recording of time variant/ invariant variables. See the Journal of Statistical Software reference: <doi:10.18637/jss.v110.i07>.
Last updated 2 months ago
9.25 score 55 stars 85 scripts 1.4k downloads
tidyindex - A Tidy Data Pipeline to Construct, Compare, and Analyse Indexes
Construct and analyse indexes in a pipeline tidy workflow. 'tidyindex' contains modules for transforming variables, aggregating variables across time, reducing data dimension through weighting, and fitting distributions. A manuscript describing the methodology can be found at <https://github.com/huizezhang-sherry/paper-tidyindex>.
Last updated 3 months ago
5.67 score 2 stars 13 scripts 152 downloads
ferrn - Facilitate Exploration of touRR optimisatioN
Diagnostic plots for optimisation, with a focus on projection pursuit. These show paths the optimiser takes in the high-dimensional space in multiple ways: by reducing the dimension using principal component analysis, and also using the tour to show the path on the high-dimensional space. Several botanical colour palettes are included, reflecting the name of the package. A paper describing the methodology can be found at <https://journal.r-project.org/archive/2021/RJ-2021-105/index.html>.
Last updated 6 days ago
5.10 score 6 stars 19 scripts 224 downloads