R/R學習資源
初級入門
編輯《An Introduction to R》:R語言入門,R語言筆記:數據分析與繪圖的編程環境
編輯《R4Beginners》:https://cran.r-project.org/doc/contrib/Paradis-rdebuts_en.pdf
https://github.com/SiYangming/Bioinformatics-wikibooks-ZH/blob/main/docs/2006%20-%20R.pdf
R 常見問題解答:153 分鐘學會 R
編輯R常見問題英文版:https://cran.r-project.org/doc/FAQ/R-FAQ.html
R常見問題中文版:https://cran.r-project.org/doc/contrib/Liu-FAQ.pdf
《R Cookbook》
編輯《Cookbook for R》
編輯- 英文原版:http://www.cookbook-r.com/
- Cookbook for R 中文版:https://openbiox.github.io/Cookbook-for-R-Chinese/index.html
一個入門級的R在線教程:http://tryr.codeschool.com/
美國計算機世界雜誌提供的R語言初學者入門資料:http://www.computerworld.com/s/article/9239625/Beginner_s_guide_to_R_Introduction
《R in a Nutshell》
編輯https://www.oreilly.com/library/view/r-in-a/9781449358204/
統計建模與R軟體:https://zh.book4you.org/book/11432057/583435
高級
編輯《Statistics with R》
《The R book》
時間序列分析
編輯《Time Series Analysis and Its Applications :with R examples》
《Analysis of financial time series》
《Analysis of Integrated and Cointegrated Time Series with R》
《Wavelet Methods in Statistics with R》
計量經濟學
編輯《Econometrics In R》
《Applied Econometrics with R》
金融
編輯《Advanced Topics in Analysis of Economic and Financial Data Using R》
《Modelling Financial Time Series With S-plus》
《Simulation Inference Stochastic Differential Equations:with R examples》
《Simulation Techniques in Financial Risk Management》
《Modern Actuarial Risk Theory Using R》
《Quantitative Risk Management:Concepts, Techniques and Tools》
《Portfolio Optimization with R》
《Option Pricing and Estimation of Financial Models with R》。
數據挖掘
編輯《Data Mining with R:learing with case studies》
《Data Mining explain using R》
其他未分類
編輯- Springer的Use R!系列圖書:https://link.springer.com/bookseries/6991
- R官方書單:http://www.r-project.org/doc/bib/R-books.html
- 《R for Data Science》的中譯版(英文版連結:http://r4ds.had.co.nz/)
- 《A Handbook of Statistical Analyses_Using_R》
- 《Modern Applied Statistics With S》
- 《Introduction to Scientific Programming and Simulation Using R》
- 《Mastering Scientific Computing with R》
- 《Practical Data Science with R》
- 《software for data analysis programming with R》
在線教程/資料
編輯- R coder:https://r-coder.com/
- CRAN資料(http://cran.r-project.org)
- Manuals:https://cran.r-project.org/manuals.html
- FAQs:https://cran.r-project.org/faqs.html
- Contributed:https://cran.r-project.org/other-docs.html
- R-blogger:http://www.r-bloggers.com/
- R語言資源匯總:https://github.com/qinwf/awesome-R
- R Package Documentation:https://rdrr.io/
- R語言搜尋引擎:http://www.rseek.org/
- R函數在線幫助:http://www.rdocumentation.org/
- 關於R的問答網站:http://stackoverflow.com/questions/tagged/r
- 交互式的R在線教程:https://www.datacamp.com
- 統計之都:http://cos.name/
- 博客:http://xccds1977.blogspot.com/
- 各種cheatsheet