2 papers
stat.ME2024
FRODO: A novel approach to micro-macro multilevel regression
Shaun McDonald, Alexandre Leblanc, Saman Muthukumarana +1
Within the field of hierarchical modelling, little attention is paid to micro-macro models: those in which group-level outcomes are dependent on covariates measured at the level of…
stat.ME2024
A probabilistic diagnostic for Laplace approximations: Introduction and experimentation
Shaun McDonald, David Campbell
Many models require integrals of high-dimensional functions: for instance, to obtain marginal likelihoods. Such integrals may be intractable, or too expensive to compute numericall…