adlaplace vignettes

HTML vignettes built by CI from this monorepo.

adlaplace

• Laplace Approximations with adlaplace
• Bayesian Bernoulli mixed model for the bacteria data
• Case-crossover models with adlaplace
• Approximate maximum influence perturbations
• Equivalence to Conditional Gamma-Poisson Model
• GAMM Examples
• BYM disease mapping: Germany oral cavity cancer

adlaplaceExample

• Laplace Approximations with adlaplaceExample
• AIS data in adlaplaceExample

adlaplaceFem

• FEM Matérn joint density with adlaplace
• FEM Matérn methods: SPDE, B-splines, and covariance comparison
• The FEM quadratic form: closed-form derivatives and how they are implemented
• Loaloa prevalence with FEM Matérn