Data Mining and Statistics for Decision Making

相似文件 换一批

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Data Mining and Statistics for Decision Making (Wiley Series in Computational Statistics)
Book DescriptionPublication Date: April 26, 2011  | ISBN-10: 0470688297   | ISBN-13: 978-0470688298  | Edition: 2
                     Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the ideal tool for such an extraction of knowledge. Data mining is usually associated with a business or an organization's need to identify trends and profiles, allowing, for example, retailers to discover patterns on which to base marketing objectives.This book looks at both classical and recent techniques of data mining, such as clustering, discriminant analysis, logistic regression, generalized linear models, regularized regression, PLS regression, decision trees, neural networks, support vector machines, Vapnik theory, naive Bayesian classifier, ensemble learning and detection of association rules. They are discussed along with illustrative examples throughout the book to explain the theory of these methods, as well as their strengths and limitations.
Key Features:

• Presents a comprehensive introduction to all techniques used in data mining and statistical learning, from classical to latest techniques.
  
• Starts from basic principles up to advanced concepts.
  
• Includes many step-by-step examples with the main software (R, SAS, IBM SPSS) as well as a thorough discussion and comparison of those software.
  
• Gives practical tips for data mining implementation to solve real world problems.
  
• Looks at a range of tools and applications, such as association rules, web mining and text mining, with a special focus on credit scoring.
  
• Supported by an accompanying website hosting datasets and user analysis.
  
  

Statisticians and business intelligence analysts, students as well as computer science, biology, marketing and financial risk professionals in both commercial and government organizations across all business and industry sectors will benefit from this book.
关注我更多帖子，更多惊喜等着你

本帖隐藏的内容

Data Mining and Statistics.pdf (6.18 MB, 需要: 6 个论坛币)

2012-7-5 07:34:06 上传

Data Mining and Statistics.pdf
需要: 6 个论坛币  [购买]

               
   
   

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏9 回帖

关键词：Data Mining Statistics statistic Decision Statist Series 2011 techniques knowledge searching

Thanks

dddddddddddddddddddddddddddd

very good

Callon Petroleum

谢谢楼主分享！

Thanks share !

Data Mining and Statistics for Decision Making

回复见下载

学习学习!