Data Analysis pdf epub mobi txt 电子书下载 2024

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Devinderjit Sivia

Oxford University Press

2006-7-27

264

USD 53.00

Paperback

9780198568322

图书标签: Bayes 统计学数据挖掘机器学习 data-analysis 科学英文 Data

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发表于2024-11-25

Data Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Data Analysis pdf epub mobi txt 电子书下载 2024

图书描述

Statistics lectures have been a source of much bewilderment and frustration for generations of students. This book attempts to remedy the situation by expounding a logical and unified approach to the whole subject of data analysis.

This text is intended as a tutorial guide for senior undergraduates and research students in science and engineering. After explaining the basic principles of Bayesian probability theory, their use is illustrated with a variety of examples ranging from elementary parameter estimation to image processing. Other topics covered include reliability analysis, multivariate optimization, least-squares and maximum likelihood, error-propagation, hypothesis testing, maximum entropy and experimental design.

The Second Edition of this successful tutorial book contains a new chapter on extensions to the ubiquitous least-squares procedure, allowing for the straightforward handling of outliers and unknown correlated noise, and a cutting-edge contribution from John Skilling on a novel numerical technique for Bayesian computation called 'nested sampling'.

Data Analysis 下载 mobi epub pdf txt 电子书