Package: TraitEnvMLMWA
Title: Weighted Averaging (WA) and Multi-Level Methods (MLM) for
        Trait-Environment Association in Functional and Community
        Ecology
Version: 0.9001
Authors@R: person("Cajo", "ter Braak", email = "Cajo.terBraak@wur.nl", role = c("aut", "cre"))
Description: This package grew out of the paper New robust weighted
        averaging- and model-based methods for assessing
        trait-environment relationships (Methods in Ecology and
        Evolution). The model-based methods are GLMMs, here called
        multi-level models (MLM), of which the novel MLM3 outperforms
        all existing methods. MLM3 has up to 30% more power, but the
        WA-methods are 500 times faster than MLM3. The main function
        for WA-methods is CWMSNC_regressions. The main functions for
        MLM3 are make_obj_for_traitenv, expand4glmm and MLM3_p_max.
Depends: R (>= 3.5.0)
License: GPL-3 | file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
NeedsCompilation: no
Imports: lme4, glmmTMB, ggplot2, dplyr, permute, stats
Suggests: ade4, boot
Packaged: 2026-06-16 10:46:41 UTC; root
Author: Cajo ter Braak [aut, cre]
Maintainer: Cajo ter Braak <Cajo.terBraak@wur.nl>
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://cajoterbraak.r-universe.dev
Date/Publication: 2022-12-29 12:25:29 UTC
RemoteUrl: https://github.com/CajoterBraak/TraitEnvMLMWA
RemoteRef: HEAD
RemoteSha: 02216b3097078d0644c72aa656453f20c4fbf400