Information Geometry and Its Applications: An Overview
F Critchley, P Marriott - … Information Geometry: For Image and Signal …, 2016 - Springer
We give a personal view of what Information Geometry is, and what it is becoming, by
exploring a number of key topics: dual affine families, boundaries, divergences, tensorial …
exploring a number of key topics: dual affine families, boundaries, divergences, tensorial …
Generalising frailty assumptions in survival analysis: a geometric approach
V Maroufy, P Marriott - Geometric Structures of Information, 2019 - Springer
Abstract This paper uses Information Geometry in a practical and important applied
statistical context: Cox regression in survival analysis. We explore the geometry of the …
statistical context: Cox regression in survival analysis. We explore the geometry of the …
On the geometric interplay between goodness-of-fit and estimation: Illustrative examples
K Anaya-Izquierdo, F Critchley, P Marriott… - … Information Geometry: For …, 2017 - Springer
We show how information geometry throws new light on the interplay between goodness-of-
fit and estimation, a fundamental issue in statistical inference. A geometric analysis of …
fit and estimation, a fundamental issue in statistical inference. A geometric analysis of …