Bayesian Field Theory 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Jörg C. Lemm 作者

The Johns Hopkins University Press

譯者

2003-6-6 出版日期

432 頁數

USD 77.00 價格

Hardcover

叢書系列

9780801872204 圖書編碼

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Bayesian Field Theory 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Bayesian Field Theory 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Bayesian Field Theory 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Bayesian Field Theory 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Bayesian Field Theory 在線電子書圖書描述

Ask a traditional mathematician the likely outcome of a coin-toss, and he will reply that no evidence exists on which to base such a prediction. Ask a Bayesian, and he will examine the coin, conclude that it was probably not tampered with, and predict five hundred heads in a thousand tosses; a subsequent experiment would then be used to refine this prediction. The Bayesian approach, in other words, permits the use of prior knowledge when testing a hypothesis. Long the province of mathematicians and statisticians, Bayesian methods are applied in this ground-breaking book to problems in cutting-edge physics. Joerg Lemm offers practical examples of Bayesian analysis for the physicist working in such areas as neural networks, artificial intelligence, and inverse problems in quantum theory. The book also includes nonparametric density estimation problems, including, as special cases, nonparametric regression and pattern recognition. Thought-provoking and sure to be controversial, Bayesian Field Theory will be of interest to physicists as well as to other specialists in the rapidly growing number of fields that make use of Bayesian methods.

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