R/R学习资源

< R

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

https://rc2e.com/

《Cookbook for R》

编辑

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