R/R學習資源

維基教科書,自由的教學讀本
< R

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]

https://rc2e.com/

《Cookbook for R》[編輯]

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軟件: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]