本仓库作为《R 语言数据分析实战》书稿源码的托管地址。目前内容较多的章节有
- 数据探索
- ggplot2 入门
- 基础图形
- 统计图形
- lattice 入门
- graphics 入门
- TikZ 入门
- 探索实践
- 数据交流
- 交互图形
- 交互表格
- 交互应用
- HTML 文档
- PDF 文档
- 统计分析
- 常见的统计检验
- 分类数据的分析
- 数据建模
- 预测核辐射强度的分布
- 优化建模
- 统计计算
- 数值优化
- 优化问题
- 贝叶斯建模
- 概率推理框架
- 广义线性模型
- 分层正态模型
- 混合效应模型
- 广义可加模型
- 高斯过程回归
- 机器学习
- 分类问题
- 回归问题
- 附录
- 数学符号
- 矩阵运算
- Git 和 Github
Tip
不需要安装任何软件和 R 包。
-
首先，点击
，等待 Binder 初始化环境。初次启动可能花费一些等待时间，但比起本地安装软件和 R 包，这点时间可以忽略。
-
然后，即可在 RStudio IDE 内运行书籍内任意代码和示例，甚至编译整本书籍。
点击了解更多
# 拉取镜像
docker pull ghcr.io/xiangyunhuang/fedora-rstudio-pro:1.4.504
# 进入项目目录
cd ~/Documents/data-analysis-in-action
# 启动容器
docker run -itd -p 8484:8787 --name=daar \
--privileged=true -v "/${PWD}:/home/docker" \
ghcr.io/xiangyunhuang/fedora-rstudio-pro:1.4.504
# 进入容器
docker exec -it daar bash
# 编译书籍
quarto render-
首先，克隆项目到本地，并进入项目根目录，安装本书依赖的 R 包。
if(!require("remotes")) install.packages('remotes') remotes::install_deps(".", dependencies = TRUE)
-
然后，在 RStudio IDE 的卫星窗口 Terminal 内，运行命令：
make html
或者，点击 Build 窗口内的工具按钮
Build All，就可以看到编译书籍的过程了，等待编译完成。 -
最后，进入项目根目录下的文件夹
_book/，点击网页文件index.html，即可在线浏览书籍。
点击获取 R 包信息
xfun::session_info(packages = .packages(TRUE), dependencies = FALSE)R version 4.3.2 (2023-10-31)
Platform: x86_64-redhat-linux-gnu (64-bit)
Running under: Fedora Linux 39 (Container Image), RStudio 2023.9.1.494
Locale:
LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8
LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
LC_PAPER=en_US.UTF-8 LC_NAME=C LC_ADDRESS=C
LC_TELEPHONE=C LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
Package version:
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Pandoc version: 3.1.9
LaTeX version used:
TeX Live 2023 with tlmgr 2023-03-08