MultivariateTrendAnalysis (version 0.1.3)
Univariate and Multivariate Trend Testing
Description
With foundations on the work by Goutali and Chebana (2024) , this package contains various
univariate and multivariate trend tests. The main functions regard the Multivariate
Dependence Trend and Multivariate Overall Trend tests as proposed by Goutali
and Chebana (2024), as well as a plotting function that proves useful as a summary
and complement of the tests.
Although many packages and methods carry univariate tests, the Mann-Kendall
and Spearman's rho test implementations are included in the package with an
adapted version to hydrological formulation (e.g. as in Rao and Hamed 1998 or Chebana 2022 ).
For better understanding of the example use of the functions, three datasets
are included. These are synthetic data and shouldn't be used beyond that purpose.