My PhD Project

My PhD Project

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Haziq Jamil
Research Officer

My research interests include statistical theory, methods and computation, with applications towards the social sciences.

Publications

This is an overview of the R package iprior, which implements a unified methodology for fitting parametric and nonparametric regression …

Talks

In a regression setting, we define an I-prior as a Gaussian process prior on the regression function with covariance kernel equal to …

This is an overview of a unified methodology for fitting parametric and nonparametric regression models, including additive models, …

An extension of the I-prior methodology to binary response data is explored. Starting from a latent variable approach, it is assumed …

I-priors are a class of objective priors for regression functions which makes use of its Fisher information in a function space …

In a previous work, I showed that the use of I-priors in various linear models can be considered as a solution to the over-fitting …

The I-prior methodology is a new modelling technique which aims to improve on maximum likelihood estimation of linear models when the …