Monte carlo statistical methods
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Monte Carlo Methods
It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluste
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Randomization, Bootstrap and Monte Carlo Methods in Biology
The fourth edition of the book illustrates a large number of statistical methods with an emphasis on biological applications. It provides comprehensiv
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Monte Carlo Methods in Financial Engineering
These applications have, in turn, stimulated research into new Monte Carlo methods and renewed interest in some older techniques.This book develops th
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Monte Carlo Methods in Financial Engineering
These applications have, in turn, stimulated research into new Monte Carlo methods and renewed interest in some older techniques.This book develops th
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Monte Carlo Methods for Particle Transport
Fully updated with the latest developments in the eigenvalue Monte Carlo calculations and automatic variance reduction techniques and containing an en
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Computer Age Statistical Inference
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes ...
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Hamiltonian Monte Carlo Methods in Machine Learning Elsevier
Kniha představuje metody pro optimální ladění parametrů HMC, spolu se zavedením stínových a nekanonických metod HMC s vylepšeními a zrychlením....
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Introduction to Monte-Carlo Methods for Transport and Diffusion Equations
This text is aimed at graduate students in mathematics, physics, engineering, economics, finance, and the biosciences that are interested in using Mon
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Statistical Mechanics of Phase Transitions
Recent developments have led to a good understanding of universality; why phase transitions in systems as diverse as magnets, fluids, liquid crystals, and superconductors can be brought under the same theoretical umbrella and well described by simple models. This book describes the physics underlying universality and then lays out the theoretical approaches now available ...
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Bayesian Evolutionary Analysis with BEAST
A comprehensive overview of Bayesian approaches to phylogenetics using Markov chain Monte Carlo (MCMC) methods, offering theoretical insight, pragmati
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