Authors and Citation

Authors

• Shinichi Nakagawa. Author, maintainer, copyright holder.

Citation

Nakagawa S (2026). gllvmTMB: stacked-trait, long-format multivariate generalised linear latent variable models with TMB. R package version 0.2.0; methods paper in preparation. https://itchyshin.github.io/gllvmTMB/

@Manual{gllvmTMB,
  title = {gllvmTMB: stacked-trait, long-format multivariate
             generalised linear latent variable models with TMB},
  author = {Shinichi Nakagawa},
  year = {2026},
  note = {R package version 0.2.0; methods paper in preparation},
  url = {https://itchyshin.github.io/gllvmTMB/},
}

Kristensen K, Nielsen A, Berg CW, Skaug H, Bell BM (2016). TMB: Automatic Differentiation and Laplace Approximation. Journal of Statistical Software, 70(5), 1-21. doi:10.18637/jss.v070.i05

@Article{TMB,
  title = {TMB: Automatic Differentiation and Laplace Approximation},
  author = {Kasper Kristensen and Anders Nielsen and Casper W. Berg and Hans Skaug and Bradley M. Bell},
  journal = {Journal of Statistical Software},
  year = {2016},
  volume = {70},
  number = {5},
  pages = {1--21},
  doi = {10.18637/jss.v070.i05},
}

Anderson SC, Ward EJ, English PA, Barnett LAK, Thorson JT (2025). sdmTMB: An R Package for Fast, Flexible, and User-Friendly Generalized Linear Mixed Effects Models with Spatial and Spatiotemporal Random Fields. Journal of Statistical Software, 115(2), 1-36. doi:10.18637/jss.v115.i02

@Article{sdmTMB,
  title = {sdmTMB: An R Package for Fast, Flexible, and User-Friendly
              Generalized Linear Mixed Effects Models with Spatial and
              Spatiotemporal Random Fields},
  author = {Sean C. Anderson and Eric J. Ward and Philina A. English and Lewis A. K. Barnett and James T. Thorson},
  journal = {Journal of Statistical Software},
  year = {2025},
  volume = {115},
  number = {2},
  pages = {1--36},
  doi = {10.18637/jss.v115.i02},
}