Report Writing for Data Science in R
暫譯: R語言數據科學報告寫作
Roger Peng
- 出版商: Lulu.com
- 出版日期: 2015-12-03
- 售價: $750
- 貴賓價: 9.5 折 $713
- 語言: 英文
- 頁數: 128
- 裝訂: Paperback
- ISBN: 1329733649
- ISBN-13: 9781329733640
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相關分類:
Data Science
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商品描述
This book teaches the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducibility is the idea that data analyses should be published or made available with their data and software code so that others may verify the findings and build upon them. The need for reproducible report writing is increasing dramatically as data analyses become more complex, involving larger datasets and more sophisticated computations. Reproducibility allows for people to focus on the actual content of a data analysis, rather than on superficial details reported in a written summary. In addition, reproducibility makes an analysis more useful to others because the data and code that actually conducted the analysis are available. This book will focus on literate statistical analysis tools which allow one to publish data analyses in a single document that allows others to easily execute the same analysis to obtain the same results.
商品描述(中文翻譯)
本書教授以可重現的方式報告現代數據分析的概念和工具。可重現性是指數據分析應該與其數據和軟體代碼一起發布或提供,以便他人能夠驗證結果並在此基礎上進行擴展。隨著數據分析變得越來越複雜,涉及更大的數據集和更精密的計算,對可重現報告撰寫的需求正在急劇增加。可重現性使人們能夠專注於數據分析的實際內容,而不是書面摘要中報告的表面細節。此外,可重現性使分析對他人更有用,因為實際進行分析的數據和代碼都是可用的。本書將專注於文檔化的統計分析工具,這些工具允許人們在單一文檔中發布數據分析,使他人能夠輕鬆執行相同的分析以獲得相同的結果。