References

Bates, Douglas, Martin Mächler, Ben Bolker, and Steve Walker. 2015. “Fitting Linear Mixed-Effects Models Using lme4.” Journal of Statistical Software 67 (1): 1–48. https://doi.org/10.18637/jss.v067.i01.
Brus, Dick J. 2021. “Statistical Approaches for Spatial Sample Survey: Persistent Misconceptions and New Developments.” European Journal of Soil Science 72 (2): 686–703.
Cressie, Noel. 1985. “Fitting Variogram Models by Weighted Least Squares.” Journal of the International Association for Mathematical Geology 17 (5): 563–86.
Curriero, Frank C, and Subhash Lele. 1999. “A Composite Likelihood Approach to Semivariogram Estimation.” Journal of Agricultural, Biological, and Environmental Statistics, 9–28.
Dumelle, Michael, Matt Higham, and Jay M. Ver Hoef. 2023. spmodel: Spatial Statistical Modeling and Prediction in R.” PLOS ONE 18 (3): 1–32. https://doi.org/10.1371/journal.pone.0282524.
Dumelle, Michael, Matt Higham, Jay M Ver Hoef, Anthony R Olsen, and Lisa Madsen. 2022. “A Comparison of Design-Based and Model-Based Approaches for Finite Population Spatial Sampling and Inference.” Methods in Ecology and Evolution 13 (9): 2018–29.
Pebesma, Edzer. 2018. Simple Features for R: Standardized Support for Spatial Vector Data.” The R Journal 10 (1): 439–46. https://doi.org/10.32614/RJ-2018-009.
Pinheiro, José, and Douglas Bates. 2006. Mixed-Effects Models in S and S-PLUS. Springer science & business media.
Robinson, David, Alex Hayes, and Simon Couch. 2021. Broom: Convert Statistical Objects into Tidy Tibbles. https://CRAN.R-project.org/package=broom.
Ver Hoef, Jay M, Eryn Blagg, Michael Dumelle, Philip M Dixon, Dale L Zimmerman, and Paul Conn. 2023. “Marginal Inference for Hierarchical Generalized Linear Mixed Models with Patterned Covariance Matrices Using the Laplace Approximation.” arXiv Preprint arXiv:2305.02978.
Ver Hoef, Jay M, Michael Dumelle, Matt Higham, Erin E Peterson, and Daniel J Isaak. 2023. “Indexing and Partitioning the Spatial Linear Model for Large Data Sets.” arXiv Preprint arXiv:2305.07811.
Ver Hoef, Jay M, Erin E Peterson, Mevin B Hooten, Ephraim M Hanks, and Marie-Josèe Fortin. 2018. “Spatial Autoregressive Models for Statistical Inference from Ecological Data.” Ecological Monographs 88 (1): 36–59.