Package: NSMM
Type: Package
Title: Non-Stationary Multivariate (Copula-Based) Framework,
        Hydrological Applications
Version: 0.1.2
Authors@R: c(person( given = "Dorsaf", ,family = "Goutali", "dorsaf.goutali@inrs.ca", role = c("aut", "cre")),
    person(given = "Fateh", ,family = "Chebana", "fateh.chebana@inrs.ca", role = "aut"))
Description: To account for non-stationary multivariate data, this
        package implements the framework including copula and marginal
        distributions. In addition to modeling and parameter
        estimations, it allows the computation and visualization of
        multivariate quantile curves for given events. This package is
        useful for a variety of disciplines such as finance,
        climatology and particularly for hydrological applications,
        where dependence structures and marginal parameters may vary
        over time. This framework, based on Chebana & Ouarda (2021)
        <doi:10.1016/j.jhydrol.2020.125907>, integrates both
        multivariate and non-stationary aspects to be more accurate
        (e.g. for risk assessment) and more realistic (e.g. considering
        climate changes).
Imports: colorspace, copula, dplyr, EnvStats, evd, ggplot2, openxlsx
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Depends: R (>= 3.5)
NeedsCompilation: no
Packaged: 2026-06-14 08:20:58 UTC; root
Author: Dorsaf Goutali [aut, cre], Fateh Chebana [aut]
Maintainer: Dorsaf Goutali <dorsaf.goutali@inrs.ca>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-04-15 14:07:59 UTC
RemoteUrl: https://github.com/cran/NSMM
RemoteRef: HEAD
RemoteSha: 7c7529454004bde50b3fd3fb809c80e0b96f7fe8