Approximate Computation of Expectations
Title | Approximate Computation of Expectations PDF eBook |
Author | Charles Stein |
Publisher | IMS |
Pages | 172 |
Release | 1986 |
Genre | Mathematics |
ISBN | 9780940600089 |
Approximate Computation of Expectations
Title | Approximate Computation of Expectations PDF eBook |
Author | Charles Stein |
Publisher | |
Pages | 164 |
Release | 2008* |
Genre | Approximation theory |
ISBN |
This e-book is the product of Project Euclid and its mission to advance scholarly communication in the field of theoretical and applied mathematics and statistics. Project Euclid was developed and deployed by the Cornell University Library and is jointly managed by Cornell and the Duke University Press.
Lectures on the Approximate Computation of Expectations
Title | Lectures on the Approximate Computation of Expectations PDF eBook |
Author | Charles Stein |
Publisher | |
Pages | 216 |
Release | 1987 |
Genre | Probabilities |
ISBN |
An Approach to the Approximate Computation of Probabilities and Expectations. I. The Basic Idea and a Simple Example
Title | An Approach to the Approximate Computation of Probabilities and Expectations. I. The Basic Idea and a Simple Example PDF eBook |
Author | Stanford University. Department of Statistics |
Publisher | |
Pages | 20 |
Release | 1981 |
Genre | |
ISBN |
Approximate Computation of Expectations
Title | Approximate Computation of Expectations PDF eBook |
Author | Christophe Ley |
Publisher | |
Pages | 44 |
Release | 2014 |
Genre | |
ISBN |
Handbook of Approximate Bayesian Computation
Title | Handbook of Approximate Bayesian Computation PDF eBook |
Author | Scott A. Sisson |
Publisher | CRC Press |
Pages | 513 |
Release | 2018-09-03 |
Genre | Mathematics |
ISBN | 1351643460 |
As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. For the very first time in a single volume, the Handbook of Approximate Bayesian Computation (ABC) presents an extensive overview of the theory, practice and application of ABC methods. These simple, but powerful statistical techniques, take Bayesian statistics beyond the need to specify overly simplified models, to the setting where the model is defined only as a process that generates data. This process can be arbitrarily complex, to the point where standard Bayesian techniques based on working with tractable likelihood functions would not be viable. ABC methods finesse the problem of model complexity within the Bayesian framework by exploiting modern computational power, thereby permitting approximate Bayesian analyses of models that would otherwise be impossible to implement. The Handbook of ABC provides illuminating insight into the world of Bayesian modelling for intractable models for both experts and newcomers alike. It is an essential reference book for anyone interested in learning about and implementing ABC techniques to analyse complex models in the modern world.
Normal Approximation and Asymptotic Expansions
Title | Normal Approximation and Asymptotic Expansions PDF eBook |
Author | Rabi N. Bhattacharya |
Publisher | SIAM |
Pages | 333 |
Release | 2010-11-11 |
Genre | Mathematics |
ISBN | 089871897X |
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