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[文献] 电子书与随书资料Applied compositional data analysis with worked Examples in R [推广有奖]

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CAAS_rikey 在职认证  企业认证  发表于 2018-9-21 15:43:03 |AI写论文
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【作者(必填)】
Filzmoser, Peter, Hron, Karel, Templ, Matthias            
【文题(必填)】
Applied compositional data analysis with worked Examples in R
【年份(必填)】
2018
【全文链接或数据库名称(选填)】
https://www.springer.com/us/book/9783319964201#aboutAuthors
  • Fills the gap in the existing literature by providing a practical approach to compositional data analysis
  • Presents a concise and easy-to-interpret methodology which guarantees a scale invariant analysis of data carrying relative information
  • Uses the log-ratio approach, including various aspects of data processing
  • Includes numerous real-world examples with implementations in R from a wide range of applications
This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences, all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.

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mynncs 查看完整内容

Applied compositional data analysis with worked Examples in R
关键词:composition Positional position Analysis Examples
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giresse + 1 精彩帖子

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沙发
mynncs 发表于 2018-9-21 15:43:04
Applied compositional data analysis with worked Examples in R
附件: 你需要登录才可以下载或查看附件。没有帐号?我要注册
已有 1 人评分经验 论坛币 学术水平 热心指数 信用等级 收起 理由
giresse + 60 + 20 + 5 + 5 + 5 精彩帖子

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藤椅
20115326 学生认证  发表于 2018-9-21 16:53:12
等待中

板凳
mynncs 发表于 2018-10-26 20:13:20
这本书还没有上线,还要等等

Due: November 30, 2018

报纸
CAAS_rikey 在职认证  企业认证  发表于 2018-11-5 11:34:58
mynncs 发表于 2018-10-26 20:13
这本书还没有上线,还要等等

Due: November 30, 2018
springer网上电子版已出,有办法吗?

地板
nanometer 在职认证  发表于 2018-11-5 12:25:21
先来本书,是不是这个啊?
附件: 你需要登录才可以下载或查看附件。没有帐号?我要注册
已有 3 人评分经验 论坛币 收起 理由
giresse + 100 + 100 补偿
317792209 + 100 精彩帖子
yiyi23ttt + 60 + 60 奖励积极上传好的资料

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7
nanometer 在职认证  发表于 2018-11-5 12:29:46
随书资料是个什么东东?来个链接啊@caas_rikey

8
CAAS_rikey 在职认证  企业认证  发表于 2018-11-5 13:05:19
nanometer 发表于 2018-11-5 12:29
随书资料是个什么东东?来个链接啊@caas_rikey
随书资料不需要了,已联系作者。感谢相助!

9
2723920578 发表于 2019-9-23 11:17:41
nanometer 发表于 2018-11-5 12:25
先来本书,是不是这个啊?
你好 很需要这本书了 请问可以发下吗

10
lishuoworld 发表于 2020-5-10 10:55:35
mynncs 发表于 2018-9-21 15:43
Applied compositional data analysis with worked Examples in R
您好,现在下载不了啦,烦请方便的时候再发一下,谢谢!

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