
In The Theory Of Random Processes There Are Two That Are Fundamental, And Occur Over And Over Again, Often In Surprising Ways. There Is A Real Sense In Which The Deepest Results Are Concerned With Their Interplay. One, The Bachelier Wiener Model Of Brownian Motion, Has Been The Subject Of Many Books. The Other, The Poisson Process, Seems At First Sight Humbler And Less Worthy Of Study In Its Own Right. Nearly Every Book Mentions It, But Most Hurry Past To More General Point Processes Or Markov Chains. This Comparative Neglect Is Ill Judged, And Stems From A Lack Of Perception Of The Real Importance Of The Poisson Process. This Distortion Partly Comes About From A Restriction To One Dimension, While The Theory Becomes More Natural In More General Context. This Book Attempts To Redress The Balance. It Records Kingman's Fascination With The Beauty And Wide Applicability Of Poisson Processes In One Or More Dimensions. The Mathematical Theory Is Powerful, And A Few Key Results Often Produce Surprising Consequences.
This book investigates the fundamental importance and mathematical elegance of the Poisson process, arguing that it is often unfairly overshadowed by Brownian motion in probability theory. J. F. C. Kingman, a distinguished mathematician, draws upon his extensive research to demonstrate that the Poisson process possesses a depth and utility that extends far beyond its common, simplified treatment. By shifting the focus from one-dimensional constraints to more general contexts, the author provides a rigorous framework that highlights the process's wide applicability and inherent beauty.
What You Will Find
Scope Limits
Experts recognize this work as a definitive text that elevates the Poisson process to its proper place within stochastic theory. Readers frequently note the high level of mathematical rigor and the clarity with which Kingman presents complex theoretical concepts.
Page Count:
112
Publication Date:
1992-01-01
Publisher:
Clarendon Press
ISBN-10:
0191591246
ISBN-13:
9780191591242
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