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Dynamic documents with R and knitr /

Xie, Yihui ((Mathematician).)

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Dynamic documents with R and knitr /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Dynamic documents with R and knitr // Yihui Xie.
作者:	Xie, Yihui
出版者:	Boca Raton :CRC Press, Taylor & Francis, : [2014].,
面頁冊數:	xxv, 190 p. :ill. (black and white) ;24 cm.
標題:	Statistics - Data processing. -
ISBN:	9781482203530

Dynamic documents with R and knitr /
Xie, Yihui(Mathematician).

Dynamic documents with R and knitr /Yihui Xie. - Boca Raton :CRC Press, Taylor & Francis,[2014]. - xxv, 190 p. :ill. (black and white) ;24 cm. - Chapman & Hall/CRC the R series..

Includes bibliographical references (pages 185-188) and index.

Suitable for both beginners and advanced users, this book shows you how to write reports in simple languages such as Markdown. The reports range from homework, projects, exams, books, blogs, and web pages to any documents related to statistical graphics, computing, and data analysis. While familiarity with LaTeX and HTML is helpful, the book requires no prior experience with advanced programs or languages. For beginners, the text provides enough features to get started on basic applications. For power users, the last several chapters enable an understanding of the extensibility of the knitr package.

ISBN: 9781482203530GBP39.99

LCCN: 2013018223Subjects--Topical Terms:

535534
Statistics
--Data processing.

LC Class. No.: QA276.4 / .X54 2014

Dewey Class. No.: 005.55

Dynamic documents with R and knitr /
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245 1 0 $a Dynamic documents with R and knitr / $c Yihui Xie.
260 # $a Boca Raton : $b CRC Press, Taylor & Francis, $c [2014].
300 $a xxv, 190 p. : $b ill. (black and white) ; $c 24 cm.
490 1 0 $a Chapman & Hall/CRC the R series.
504 $a Includes bibliographical references (pages 185-188) and index.
504 $a Includes bibliographical references and index.
520 # $a Suitable for both beginners and advanced users, this book shows you how to write reports in simple languages such as Markdown. The reports range from homework, projects, exams, books, blogs, and web pages to any documents related to statistical graphics, computing, and data analysis. While familiarity with LaTeX and HTML is helpful, the book requires no prior experience with advanced programs or languages. For beginners, the text provides enough features to get started on basic applications. For power users, the last several chapters enable an understanding of the extensibility of the knitr package.
520 # $a Preface We import a dataset into a statistical software package, run a procedure to get all results, then copy and paste selected pieces into a typesetting program, add a few descriptions and finish a report. This is a common practice of writing statistical reports. There are obvious dangers and disadvantages in this process: 1. it is error- prone due to too much manual work; 2. it requires lots of human efforts to do tedious jobs such as copying results across documents; 3. the workflow is barely recordable especially when it involves GUI (Graphical User Interface) operations, therefore it is difficult to reproduce; 4. a tiny change of the data source in the future will require the author(s) to go through the same procedure again, which can take nearly the same amount of time and effort; 5. the analysis and writing are separate, so close attention has to be paid to the synchronization of the two parts; In fact, a report can be generated dynamically from program code. Just like a software package has its source code, a dynamic document is the source code of a report. It is a combination of computer code and the corresponding narratives. When we compile the dynamic document, the program code in it is executed and replaced with the output; we get a final report by mixing the code output with the narratives. Because we only manage the source code, we are free of all the possible problems above. For example, we can change a single parameter in the source code, and get a different report on the fly.
650 # 0 $a Statistics $x Data processing. $3 535534
650 # 0 $a Technical reports. $3 2121412
650 # 0 $a Corporation reports. $3 647518
650 # 0 $a Mathematical statistics $x Computer programs. $3 704263
650 # 0 $a Technical writing $x Data processing. $3 2121413
650 # 0 $a Technical writing $x Computer programs. $3 534450
650 # 0 $a R (Computer program language). $3 740890