Data Analysis 2025 pdf epub mobi 电子书

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发表于2025-04-01

Data Analysis 2025 pdf epub mobi 电子书

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最早知道统计学里面的各大门派是在人大的第一届R语言会议上听北大的一位统计学牛人介绍的，其中印象最深的自然是Bayesian学派。这本书是UTMB的老师推荐我看的，已经粗粗的读完了前两章。把以前头脑中林林散散的统计学知识慢慢地整理在一条线上。就像作者说的那样，统计学教材...

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出版者:Oxford University Press

作者:Devinderjit Sivia

出品人:

页数:264

译者:

出版时间:2006-7-27

价格:USD 53.00

装帧:Paperback

isbn号码:9780198568322

丛书系列:

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

Data Analysis 2025 pdf epub mobi 电子书图书描述

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 2025 pdf epub mobi 电子书

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