A Collection of Functions for Directional Data Analysis

A collection of functions for directional data (including massive data, with millions of observations) analysis. Hypothesis testing, discriminant and regression analysis, MLE of distributions and more are included. The standard textbook for such data is the "Directional Statistics" by Mardia, K. V. and Jupp, P. E. (2000). Other references include a) Phillip J. Paine, Simon P. Preston Michail Tsagris and Andrew T. A. Wood (2018). An elliptically symmetric angular Gaussian distribution. Statistics and Computing 28(3): 689-697. . b) Tsagris M. and Alenazi A. (2019). Comparison of discriminant analysis methods on the sphere. Communications in Statistics: Case Studies, Data Analysis and Applications 5(4):467--491. . c) P. J. Paine, S. P. Preston, M. Tsagris and Andrew T. A. Wood (2020). Spherical regression models with general covariates and anisotropic errors. Statistics and Computing 30(1): 153--165. .


Reference manual

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5.2 by Michail Tsagris, 19 days ago

Browse source code at https://github.com/cran/Directional

Authors: Michail Tsagris , Giorgos Athineou , Christos Adam , Anamul Sajib , Eli Amson , Micah J. Waldstein

Documentation:   PDF Manual  

GPL-2 license

Imports bigstatsr, parallel, doParallel, foreach, ggplot2, grDevices, magrittr, RANN, Rfast, Rfast2, rgl, rnaturalearth, sf

Imported by Compositional, HDiR.

See at CRAN