Package: dyadMLM
Title: Tools for Dyadic Multilevel Models
Version: 0.3.0.9000
Date: 2026-10-28
Authors@R: 
    person("Pascal", "Küng", , "kueng.pascal@gmail.com",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0001-7346-9414"))
Description: Provides tools for dyadic multilevel modeling with linear
        and generalized linear mixed-effects models. It validates and
        prepares long-format cross-sectional and intensive longitudinal
        data, including ecological momentary assessment designs, for
        distinguishable and exchangeable dyads. It also supports
        datasets containing multiple observed dyad compositions. It
        constructs composition-aware, model-ready variables for
        Actor-Partner Interdependence Models (APIMs), Dyad-Individual
        Models (DIMs), and Dyadic Score Models (DSMs). Prepared data
        can be used with model engines such as 'glmmTMB' and 'brms' for
        Gaussian and non-Gaussian outcomes, including counts,
        proportions, and skewed continuous responses. Post-estimation
        tools compare compatible fitted models and back-transform
        exchangeable sum-and-difference random-effect covariance
        structures into member-level quantities. Experimental
        predictive checks compare observed and simulated response
        variances and partner correlations in Gaussian and selected
        non-Gaussian models. Distributional diagnostics separately
        check response distributions and residual patterns, using
        simulations that retain partner and time dependence. The APIM
        and DSM specifications and their relationships follow Iida et
        al. (2018) <doi:10.1177/0265407517725407>; the multilevel
        sum-and-difference random-effects implementation for
        exchangeable dyads adapts del Rosario and West (2025)
        <doi:10.1177/25152459251351286>.
License: GPL-3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 8.0.0
Suggests: brms, glmmTMB (>= 1.1.11), htmltools, knitr, lavaan,
        lifecycle, qgam, rmarkdown, spelling, testthat (>= 3.1.7)
Config/testthat/edition: 3
Imports: cli, dplyr (>= 1.1.1), pillar, rlang (>= 0.4.0), tidyselect,
        tibble (>= 3.0.0), withr (>= 3.0.3)
VignetteBuilder: knitr, rmarkdown
Depends: R (>= 4.1)
LazyData: true
URL: https://pascal-kueng.github.io/dyadMLM/,
        https://github.com/Pascal-Kueng/dyadMLM
BugReports: https://github.com/Pascal-Kueng/dyadMLM/issues
Language: en-US
Repository: https://pascal-kueng.r-universe.dev
Date/Publication: 2026-10-31 16:08:35 UTC
RemoteUrl: https://github.com/Pascal-Kueng/dyadMLM
RemoteRef: HEAD
RemoteSha: fddbd2dab911ece8b31287cfc6579a95e5b1db09
NeedsCompilation: no
Packaged: 2026-10-31 18:58:51 UTC; root
Author: Pascal Küng [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-7346-9414>)
Maintainer: Pascal Küng <kueng.pascal@gmail.com>