A Handbook of Statistical Analyses Using R

A Handbook of Statistical Analyses Using R pdf epub mobi txt 電子書 下載2025

出版者:Chapman & Hall/CRC
作者:Brian S. Everitt
出品人:
頁數:304
译者:
出版時間:2006-02-17
價格:USD 52.95
裝幀:Paperback
isbn號碼:9781584885399
叢書系列:
圖書標籤:
  • 統計學 
  • 統計 
  • 數學 
  • Statistics 
  • 編程 
  • R. 
  • programmer 
  •  
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• Explains systematically how to use R to perform a wide variety of statistical analyses

• Emphasizes practical application and interpretation of results rather than focusing on the theory behind the analyses

• Offers an introduction to R, including a summary of the most important features

• Covers simple inference, generalized linear models, multilevel models, longitudinal data, classification and regression trees, discriminant analysis, and much more

• Includes abundant figures and exercises to demonstrate the capabilities of R and reinforce the methods presented

R is dynamic, to say the least. More precisely, it is organic, with new functionality and add-on packages appearing constantly. And because of its open-source nature and free availability, R is quickly becoming the software of choice for statistical analysis in a variety of fields.

Doing for R what Everitt's other Handbooks have done for S-PLUS, STATA, SPSS, and SAS, A Handbook of Statistical Analyses Using R presents straightforward, self-contained descriptions of how to perform a variety of statistical analyses in the R environment. From simple inference to recursive partitioning and cluster analysis, eminent experts Everitt and Hothorn lead you methodically through the steps, commands, and interpretation of the results, addressing theory and statistical background only when useful or necessary. They begin with an introduction to R, discussing the syntax, general operators, and basic data manipulation while summarizing the most important features. Numerous figures highlight R's strong graphical capabilities and exercises at the end of each chapter reinforce the techniques and concepts presented. All data sets and code used in the book are available as a downloadable package from CRAN, the R online archive.

A Handbook of Statistical Analyses Using R is the perfect guide for newcomers as well as seasoned users of R who want concrete, step-by-step guidance on how to use the software easily and effectively for nearly any statistical analysis.

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我看的版本似乎不全……

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我看的版本似乎不全……

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框架很清晰,連統計帶R一起,有新有舊,學習起來很高效噠~(*^__^*)

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我看的版本似乎不全……

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看的很不習慣,和國內教材中描述統計、推斷統計的寫法完全不同。 書中章節有均值比較、方差分析、迴歸聚類等常規內容,也有密度估計、生存分析等內容。

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