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Graphical data analysis with R
- 자료유형
- 전자책
- n949422669
- ISBN
- 9781498715249 (electronic bk.)
- ISBN
- 1498715249 (electronic bk.)
- ISBN
- 9781498715232
- ISBN
- 9781498786775
- ISBN
- 1498786774
- ISBN
- 1498715230
- 미국회청구기호
- QA76.9.I52-U59 2015eb
- DDC
- 001.4/226-23
- 소장사항
-
MAIN
- 저자명
- Unwin, Antony
- 서명/저자
- Graphical data analysis with R / Antony Unwin
- 형태사항
- 1 online resource (1 volume) : illustrations.
- 총서명
- Chapman & Hall/CRC the R series
- 초록/해제
- 요약 :"Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so). All the datasets are available in R or one of its packages and the R code is available at rosuda.org/GDA. Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. This book guides you in choosing graphics and understanding what information you can glean from them. It can be used as a primary text in a graphical data analysis course or as a supplement in a statistics course. Colour graphics are used throughout. Features: Concentrates on why graphics are drawn and what they reveal -- Emphasises the value of drawing a variety of different graphics -- Uses real datasets in R to show how graphical data analysis works in practice -- Supplies R code for all the graphics on the author's website -- Includes a set of exercises in each chapter to facilitate hands-on learning."--Back cover.
- 내용주기
- 완전내용Setting the Scene -- Brief Review of the Literature and Background Materials -- Examining Continuous Variables -- Displaying Categorical Data -- Looking for Structure: Dependency Relationships and Associations -- Investigating Multivariate Continuous Data -- Studying Multivariate Categorical Data -- Getting an Overview -- Graphics and Data Quality: How Good Are the Data? -- Comparisons, Comparisons, Comparisons -- Graphics for Time Series -- Ensemble Graphics and Case Studies -- Some Notes on Graphics with R -- Summary.
- 서지주기
- Includes bibliographical references.
- 일반주제명
- Visual analytics
- 일반주제명
- Data mining Graphic methods
- 기타형태저록
- . Original. 9781498715232. 1498715230. (DLC) 2015011619. (OCoLC)906798286
- 통일총서명
- Chapman & Hall/CRC the R series (CRC Press)
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:139356
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