Spatio-temporal analysis of Brunei data

A data analytics exercise of patterns in spatial and temporal distributions of certain Bruneian data (demography, health, economics, business).

Binary and Multinomial Regression using Fisher Information Covariance Kernels (I-priors)

In a regression setting, we define an I-prior as a Gaussian process prior on the regression function with covariance kernel equal to its Fisher information. We present some methodology and computational work on estimating regression functions by …