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Reproducible Research and Reports with R Markdown

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Reproducible Research and Reports with R Markdown
Reproducible Research and Reports with R Markdown
MP4 | Video: AVC 1920x1080 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | 3.07 GB
Genre: eLearning | Language: English

R Markdown does three main things pretty close to magic. First, it lets you make a completely reproducible, parameter-set and automatable R report. Second, it lets you export that report into a multitude of formats (HTML, Word, .js slide show, interactive web app, etc.). Third, it does the first two things really fast. Wishing for a way to document your code so it still makes sense to you or somebody else six months down the road? Presto! R Markdown does that. Hoping for a button you could click to reproduce your entire analysis with a new data set or parameter? Shazaam! R Markdown does that. Sick of having to copy and paste your results? Poof! R Markdown takes the pain away. If you’re an analyst, scientist, actuary, statistician, or a programmer familiar with R, you should add this package to your bag of tricks.

Learn to create parameter-set reports that are fully reproducible and automatable
Master knitr – the syntax used to embed R code and other languages into reports
Discover how to export reports into HTML, PDF, Word or .js slideshows
Learn techniques that improve the look of tables, slides, and visual themes in reports
Combine R Markdown and Shiny to create interactive reports that update in real time
Speed up your mastery of R Markdown using the R Markdown cheatsheet

Reproducible Research and Reports with R Markdown

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  1. 利用R Markdown制作可重复的研究和报表 R Markdown以近乎魔术般的方式实现三方面的功能:首先,它可以让你制作完全可重复的、参数集以及自动的R报表;其次,它可以让你输出报表为多种格式;最后,它可以真正的高速度完成前两项功能。在花了大半天的时间在找到一种记录你的代码的方法之后,这对你来说不是太棒了吗?铛铛铛,R Markdown来了。只需按下一个按钮,你就可以使用一套新的数据集或参数重复整个分析吗?还是R Markdown。厌倦了不停地复制和粘贴你的结果吗?是的,就是R Markdown。如果你是一门分析师、科学家、精算师、统计师,或熟悉R的程序员,你应该学会这门技术。 主要内容:学习创建完全可重复、自动的参数集报表;掌握Mastger knitr,用于嵌入R代码和其他语言到你的报表中的语法;学习如何将报表导出为HTML、PDF、Word或.js幻灯片;学习提高表格、幻灯片以及报表中可视化主题的技术;合并R Markdown和Shiny,创建互动的可实时更新的报表;加速掌握R Markdown。
    wilde(特殊组-翻译)9个月前 (05-02)