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R/R学习资源

维基教科书,自由的教学读本
< R

初级入门

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《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

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《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

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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》

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https://rc2e.com/

《Cookbook for R》

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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》

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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

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《Statistics with R》

《The R book》

时间序列分析

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《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

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《Econometrics In R》

《Applied Econometrics with R》

金融

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《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

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《Data Mining with R:learing with case studies》

《Data Mining explain using R》

其他未分类

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  • 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

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