Univariate and Multivariate Trend Testing

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.


Reference manual

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install.packages("MultivariateTrendAnalysis")

0.1.3 by Dorsaf Goutali, a year ago


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


Authors: Dorsaf Goutali [aut, cre] , Fateh Chebana [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports copula, resample, VGAM, zoo

Suggests spelling


See at CRAN