Pt. 1: Inverse problems and estimation -- Pt. 2: Modelling of random fields -- Pt. 3: Methods and algorithms -- Pt. 4: Appendices.
Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the …
This book imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these very flexible tools.
"Generalized Additive Models: An Introduction with R imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these very flexible tools. The author bases his approach on a framework of penalized regre…
"The main theme of this book is the interplay between the behaviour of a class of stochastic processes (random walks) and discrete structure theory. The author considers Markov chains whose state space is equipped with the structure of an infinite, locally-finite graph, or as a …
This volume presents a detailed study of the anisotropic series representations of the free product group [bold]Z/2[bold]Z*···*[bold]Z/2[bold]Z. These representations are infinite dimensional, irreducible, unitary, and can be divided into principal and complimentary series. Anis…
This volume presents a detailed study of the anisotropic series representations of the free product group [bold]Z/2[bold]Z*···*[bold]Z/2[bold]Z. These representations are infinite dimensional, irreducible, unitary, and can be divided into principal and complimentary series. Anis…
Products of Random Variables explores the theory of products of random variables through from distributions and limit theorems, to characterizations, to applications in physics, order statistics, and number theory. It uses entirely probabilistic arguments in actualizing the pote…