Introduction | Motivating example | Data | Model fit | Methods | Predictions | Diagnostics | Plot | Model comparison | Setting priors | Dependency on R-INLA | References

Data Simulation | Model Specification and Fit | Results | References

Analysis of Religious Infrastructure in Brunei Darussalam | Conclusion | References

sch_sf

Easy train/test split | LOOCV experiment

Introduction | The iprior package | Modelling examples | Summary and discussion | I-prior models as GPR models | Remark on hyperparameters and standard errors | Remark on the scale parameters

Introduction | The code | Example | Indexing the kernel matrrix list Hl | Indices for $\mathbf P_k \mathbf R_k + (\mathbf P_k \mathbf R_k)^\top$ | Indices for $\mathbf P_k \mathbf U_k +(\mathbf P_k \mathbf U_k)^\top$ | Calculation of $\mathbf S_k$ | Efficient calculation of $\mathbf P_k^2$