R for Data Science

R for Data Science pdf epub mobi txt 電子書 下載 2025

Hadley Wickham
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O'Reilly Media 2016-12-25 Paperback 9781491910399

具體描述

Hadley Wickham is an Assistant Professor and the Dobelman FamilyJunior Chair in Statistics at Rice University. He is an active memberof the R community, has written and contributed to over 30 R packages, and won the John Chambers Award for Statistical Computing for his work developing tools for data reshaping and visualization. His research focuses on how to make data analysis better, faster and easier, with a particular emphasis on the use of visualization to better understand data and models.

Garrett Grolemund is a statistician, teacher and R developer who currently works for RStudio. He sees data analysis as a largely untapped fountain of value for both industry and science. Garrett received his Ph.D at Rice University in Hadley Wickham's lab, where his research traced the origins of data analysis as a cognitive process and identified how attentional and epistemological concerns guide every data analysis.

Garrett is passionate about helping people avoid the frustration and unnecessary learning he went through while mastering data analysis. Even before he finished his dissertation, he started teaching corporate training in R and data analysis for Revolutions Analytics. He's taught at Google, eBay, Axciom and many other companies, and is currently developing a training curriculum for RStudio that will make useful know-how even more accessible.

Outside of teaching, Garrett spends time doing clinical trials research, legal research, and financial analysis. He also develops R software, he's co-authored the lubridate R package--which provides methods to parse, manipulate, and do arithmetic with date-times--and wrote the ggsubplot package, which extends the ggplot2 package.

http://r4ds.had.co.nz/

用戶評價

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##有人說這本書就是Hadley安利他的Tidyverse各種包,書名不如就叫《Tidyverse for Data Science》,沒辦法,誰讓Tidyverse就是優雅好用呢。舉個例子,我看完以後就記得一堆動詞性函數(Verbs),比如用filter()篩選符閤條件的行(observations),用select()篩選需要的列(variab...  

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##讀得不太認真,有需要再復習吧。R畢竟不是專門做統計的,大部分場閤下當然沒有stata之類直觀,縱有萬般好,也不必過分推崇。我決定實用主義地穿插著用各種軟件,雖然姿勢難看,但是省勁兒啊……

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這本書我讀的中文版,時間是在今年年初,用瞭半個月時間把書中所有的代碼和作業題都寫瞭一遍,做完以後的確是很爽的。學完這本書以後我就去學Java瞭,有機會應該會把《Advanced R》也讀一下,不過隻這本書應付一個經濟學碩士或者博士的畢業和科研已經夠用瞭。換句話說這本書也...  

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##R 是個醜八怪, tidyverse 給 R 整瞭個容

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