Spatial statistics and computational methods空间统计学与计算方法 网盘下载 pdf 免费 2025 在线 epub 电子版
Spatial statistics and computational methods空间统计学与计算方法电子书下载地址
- 文件名
- [epub 下载] Spatial statistics and computational methods空间统计学与计算方法 epub格式电子书
- [azw3 下载] Spatial statistics and computational methods空间统计学与计算方法 azw3格式电子书
- [pdf 下载] Spatial statistics and computational methods空间统计学与计算方法 pdf格式电子书
- [txt 下载] Spatial statistics and computational methods空间统计学与计算方法 txt格式电子书
- [mobi 下载] Spatial statistics and computational methods空间统计学与计算方法 mobi格式电子书
- [word 下载] Spatial statistics and computational methods空间统计学与计算方法 word格式电子书
- [kindle 下载] Spatial statistics and computational methods空间统计学与计算方法 kindle格式电子书
内容简介:
Spatial statistics and Markov Chain Monte Carlo (MCMC) techniques have each undergone major developments in the last decade. Also, these two areas are mutually reinforcing, because MCMC methods are often necessary for the practical implementation of spatial statistical inference, while new spatial stochastic models in turn motivate the development of improved MCMC algorithms. This volume shows how sophisticated spatial statistical and computational methods apply to a range of problems of increasing importance for applications in science and technology. It consists of four chapters: 1. Petros Dellaportas and Gareth O. Roberts give a tutorial on MCMC methods, the computational methodology which is essential for virtually all the complex spatial models to be considered in subsequent chapters. 2. Peter J. Diggle, Paulo J, Ribeiro Jr., and Ole F. Christensen introduce the reader to the model-based approach to geostatistics, i.e. the application of general statistical principles to the formulation of explicit stochastic models for geostatistical data, and to inference within a declared class of models. 3. Merrilee A. Hurn, Oddvar K. Husby, and Håvard Rue discuss various aspects of image analysis, ranging from low to high level tasks, and illustrated with different examples of applications. 4. Jesper Moller and Rasmus P. Waggepetersen collect recent theoretical advances in simulation-based inference for spatial point processes, and discuss some examples of applications. The volume introduces topics of current interest in spatial and computational statistics, which should be accessible to postgraduate students as well as to experienced statistical researchers. It is partly based on the course material for the "TMR and MaPhySto Summer School on Spatial Statistics and Computational Methods," held at Aalborg University, Denmark, August 19-22, 2001. The editor, Jesper Moller, Professor of statistics at Aalborg University, and the above-mentioned contributors have all been associated with the European Union's TMR network "Statistics and Computational Methods for the Analysis of Spatial Data. ERB-FMRX-CT96-0095."
书籍目录:
Preface
Contributors
1 An Introduction to MCMC
1.1 MCMC and spatial statistics
1.2 The Gibbs sampler
1.3 The Metropolis-Hastings algorithm
1.4 MCMC Theory
1.5 Practical implementation
1.6 An illustrative example
1.7 Appendix: Model determination using MCMC
2 An Introduction to Model-Based Geostatistics
2.1 Introduction
2.2 Examples of geostatistical problems
2.3 The general geostatistical model
2.4 The Gaussian Model
2.5 Parametric estimation of covariance structure
2.6 Plug-in prediction
2.7 Bayesian inference for the linear Gaussian model
2.8 A Case Study: the Swiss rainfall data
2.9 Generalised linear spatial models
2.10 Discussion
2.11 Software
2.12 Further reading
3 A Tutorial on Image Analysis
3.1 Introduction
3.2 Markov random field models
3.3 Models for binary and categorical images
3.4 Image estimators and the treatment of parameters
3.5 Grey-level images
3.6 High-level imaging
3.7 An example in ultrasound imaging
4 An Introduction to Simulation-Based Inference for Spatial Point Processes
4.1 Introduction
4.2 Illustrating examples
4.3 What is a spatial point process?
4.4 Poisson point processes
4.5 Summary statistics
4.6 Models and simulation-based inference for aggregated point patterns
4.7 Models and simulation-based inference for Markov point processes
4.8 Further reading and concluding remarks
Index
作者介绍:
暂无相关内容,正在全力查找中
出版社信息:
暂无出版社相关信息,正在全力查找中!
书籍摘录:
暂无相关书籍摘录,正在全力查找中!
在线阅读/听书/购买/PDF下载地址:
原文赏析:
暂无原文赏析,正在全力查找中!
其它内容:
书籍介绍
This volume shows how sophisticated spatial statistical and computational methods apply to a range of problems of increasing importance for applications in science and technology. It introduces topics of current interest in spatial and computational statistics, which should be accessible to postgraduate students as well as to experienced statistical researchers.
网站评分
书籍多样性:8分
书籍信息完全性:8分
网站更新速度:3分
使用便利性:3分
书籍清晰度:4分
书籍格式兼容性:4分
是否包含广告:4分
加载速度:4分
安全性:6分
稳定性:4分
搜索功能:8分
下载便捷性:7分
下载点评
- 方便(392+)
- 超值(595+)
- 简单(339+)
- 藏书馆(204+)
- 微信读书(204+)
- 好评多(124+)
- mobi(638+)
- azw3(272+)
下载评价
- 网友 林***艳: ( 2025-01-10 06:59:18 )
很好,能找到很多平常找不到的书。
- 网友 曹***雯: ( 2025-01-05 23:05:54 )
为什么许多书都找不到?
- 网友 曾***文: ( 2025-01-05 10:03:01 )
五星好评哦
- 网友 印***文: ( 2025-01-04 16:06:57 )
我很喜欢这种风格样式。
- 网友 饶***丽: ( 2025-01-16 19:40:36 )
下载方式特简单,一直点就好了。
- 网友 利***巧: ( 2025-01-06 05:39:57 )
差评。这个是收费的
- 网友 汪***豪: ( 2025-01-05 06:16:47 )
太棒了,我想要azw3的都有呀!!!
- 网友 薛***玉: ( 2025-01-01 23:43:01 )
就是我想要的!!!
- 网友 屠***好: ( 2024-12-29 22:19:00 )
还行吧。
喜欢"Spatial statistics and computational methods空间统计学与计算方法"的人也看了
- 有钱人和你想的不一样 网盘下载 pdf 免费 2025 在线 epub 电子版
- 历代“朱陆异同”典籍萃编 网盘下载 pdf 免费 2025 在线 epub 电子版
- 汽车动力系统检修 网盘下载 pdf 免费 2025 在线 epub 电子版
- 2023高考古代文化常识高中知识点手册高三必背语文古代文化常识高考**文言文复习辅导资料教辅资料书晨读晚练小本pass绿卡图书 网盘下载 pdf 免费 2025 在线 epub 电子版
- 中华文典·中华句典大全集 网盘下载 pdf 免费 2025 在线 epub 电子版
- 海外直订National Football League Coloring Book: NFL Football Gifts for Kids, B 国家足球联赛涂色书:NFL足球礼物为孩子,男孩或成 网盘下载 pdf 免费 2025 在线 epub 电子版
- 创漩(都市年轻人的行为特征及其心理洞察) 网盘下载 pdf 免费 2025 在线 epub 电子版
- 梅兰芳与孟小冬 网盘下载 pdf 免费 2025 在线 epub 电子版
- 双语名著无障碍阅读丛书(套装共2册) 网盘下载 pdf 免费 2025 在线 epub 电子版
- 老夫子·水虎传3 王泽 绘 现代出版社【正版书】 网盘下载 pdf 免费 2025 在线 epub 电子版
书籍真实打分
故事情节:5分
人物塑造:3分
主题深度:9分
文字风格:5分
语言运用:3分
文笔流畅:7分
思想传递:3分
知识深度:3分
知识广度:6分
实用性:6分
章节划分:5分
结构布局:6分
新颖与独特:6分
情感共鸣:6分
引人入胜:4分
现实相关:5分
沉浸感:5分
事实准确性:4分
文化贡献:4分