R/R学习资源
初级入门
编辑《An Introduction to R》:R语言入门,R语言笔记:数据分析与绘图的编程环境
编辑《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 常见问题解答:153 分钟学会 R
编辑R常见问题英文版:https://cran.r-project.org/doc/FAQ/R-FAQ.html
R常见问题中文版:https://cran.r-project.org/doc/contrib/Liu-FAQ.pdf
《R Cookbook》
编辑《Cookbook for R》
编辑- 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
一个入门级的R在线教程:http://tryr.codeschool.com/
美国计算机世界杂志提供的R语言初学者入门资料:http://www.computerworld.com/s/article/9239625/Beginner_s_guide_to_R_Introduction
《R in a Nutshell》
编辑https://www.oreilly.com/library/view/r-in-a/9781449358204/
统计建模与R软件:https://zh.book4you.org/book/11432057/583435
高级
编辑《Statistics with R》
《The R book》
时间序列分析
编辑《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》
计量经济学
编辑《Econometrics In R》
《Applied Econometrics with R》
金融
编辑《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》。
数据挖掘
编辑《Data Mining with R:learing with case studies》
《Data Mining explain using R》
其他未分类
编辑- Springer的Use R!系列图书:https://link.springer.com/bookseries/6991
- R官方书单:http://www.r-project.org/doc/bib/R-books.html
- 《R for Data Science》的中译版(英文版链接: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》
在线教程/资料
编辑- R coder:https://r-coder.com/
- CRAN资料(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语言资源汇总:https://github.com/qinwf/awesome-R
- R Package Documentation:https://rdrr.io/
- R语言搜索引擎:http://www.rseek.org/
- R函数在线帮助:http://www.rdocumentation.org/
- 关于R的问答网站:http://stackoverflow.com/questions/tagged/r
- 交互式的R在线教程:https://www.datacamp.com
- 统计之都:http://cos.name/
- 博客:http://xccds1977.blogspot.com/
- 各种cheatsheet