统计分析（以R语言为工具）：辅助材料
2022-09-18
前言
这是《统计分析（以R语言为工具）》一书所用R语言代码辅助材料，还在更新中。错漏之处难免，欢迎指出错误或提出改进意见。
相关下载：
- 一些配套数据的打包文件，提取码：zi7w
本书所使用的课件：
使用本教程必须安装的软件包：
- resahpe
- reshape2
- plyr
- dplyr
- readxl
- lubridate
- stringr
- e1071
- fBasics
- tidyr
- corrplot
- ggplot2
- zoo
- plotly
- purrr
- data.table
- magrittr
- BSDA
- pROC
- ROCR
- psych
本教程中用到的软件包列表（更新R软件后可以在一个基本R中运行如下命令）：
pkgs <- c("resahpe", "reshape2", "plyr", "dplyr", "readxl", "lubridate",
"stringr", "e1071", "fBasics", "tidyr", "corrplot", "ggplot2",
"zoo", "plotly", "purrr", "data.table", "magrittr", "BSDA",
"pROC", "ROCR", "psych")
install.packages(unique(pkgs))编译本教程所用的R软件环境：
devtools::session_info()## ─ Session info ────────────────────────────────────────────────────────────────────
## setting value
## version R version 4.0.0 (2020-04-24)
## os macOS Catalina 10.15.7
## system x86_64, darwin17.0
## ui RStudio
## language (EN)
## collate en_US.UTF-8
## ctype en_US.UTF-8
## tz Asia/Shanghai
## date 2020-12-02
##
## ─ Packages ────────────────────────────────────────────────────────────────────────
## package * version date lib source
## assertthat 0.2.1 2019-03-21 [1] CRAN (R 4.0.0)
## backports 1.1.10 2020-09-15 [1] CRAN (R 4.0.2)
## bookdown 0.21 2020-10-13 [1] CRAN (R 4.0.0)
## BSDA * 1.2.0 2017-07-30 [1] CRAN (R 4.0.0)
## callr 3.5.1 2020-10-13 [1] CRAN (R 4.0.2)
## cellranger 1.1.0 2016-07-27 [1] CRAN (R 4.0.0)
## class 7.3-16 2020-03-25 [1] CRAN (R 4.0.0)
## cli 2.1.0 2020-10-12 [1] CRAN (R 4.0.2)
## colorspace 1.4-1 2019-03-18 [1] CRAN (R 4.0.0)
## corrplot * 0.84 2017-10-16 [1] CRAN (R 4.0.0)
## crayon 1.3.4 2017-09-16 [1] CRAN (R 4.0.0)
## data.table * 1.13.2 2020-10-19 [1] CRAN (R 4.0.2)
## desc 1.2.0 2018-05-01 [1] CRAN (R 4.0.0)
## devtools 2.3.0 2020-04-10 [1] CRAN (R 4.0.0)
## digest 0.6.27 2020-10-24 [1] CRAN (R 4.0.2)
## dplyr * 1.0.2 2020-08-18 [1] CRAN (R 4.0.2)
## e1071 * 1.7-3 2019-11-26 [1] CRAN (R 4.0.0)
## ellipsis 0.3.1 2020-05-15 [1] CRAN (R 4.0.0)
## evaluate 0.14 2019-05-28 [1] CRAN (R 4.0.0)
## fansi 0.4.1 2020-01-08 [1] CRAN (R 4.0.0)
## fBasics * 3042.89.1 2020-03-07 [1] CRAN (R 4.0.2)
## fs 1.4.1 2020-04-04 [1] CRAN (R 4.0.0)
## generics 0.0.2 2018-11-29 [1] CRAN (R 4.0.0)
## ggplot2 * 3.3.0 2020-03-05 [1] CRAN (R 4.0.0)
## glue 1.4.2 2020-08-27 [1] CRAN (R 4.0.2)
## gtable 0.3.0 2019-03-25 [1] CRAN (R 4.0.0)
## htmltools 0.5.0 2020-06-16 [1] CRAN (R 4.0.2)
## htmlwidgets 1.5.2 2020-10-03 [1] CRAN (R 4.0.2)
## httr 1.4.2 2020-07-20 [1] CRAN (R 4.0.2)
## jsonlite 1.7.1 2020-09-07 [1] CRAN (R 4.0.2)
## knitr 1.30 2020-09-22 [1] CRAN (R 4.0.0)
## lattice * 0.20-41 2020-04-02 [1] CRAN (R 4.0.0)
## lazyeval 0.2.2 2019-03-15 [1] CRAN (R 4.0.0)
## lifecycle 0.2.0 2020-03-06 [1] CRAN (R 4.0.0)
## lubridate * 1.7.8 2020-04-06 [1] CRAN (R 4.0.0)
## magrittr * 1.5 2014-11-22 [1] CRAN (R 4.0.0)
## memoise 1.1.0 2017-04-21 [1] CRAN (R 4.0.0)
## mnormt 1.5-7 2020-04-30 [1] CRAN (R 4.0.0)
## munsell 0.5.0 2018-06-12 [1] CRAN (R 4.0.0)
## nlme 3.1-147 2020-04-13 [1] CRAN (R 4.0.0)
## openxlsx * 4.1.5 2020-05-06 [1] CRAN (R 4.0.0)
## pillar 1.4.6 2020-07-10 [1] CRAN (R 4.0.2)
## pkgbuild 1.1.0 2020-07-13 [1] CRAN (R 4.0.2)
## pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.0.0)
## pkgload 1.1.0 2020-05-29 [1] CRAN (R 4.0.2)
## plotly * 4.9.2.1 2020-04-04 [1] CRAN (R 4.0.2)
## plyr * 1.8.6 2020-03-03 [1] CRAN (R 4.0.0)
## prettyunits 1.1.1 2020-01-24 [1] CRAN (R 4.0.0)
## pROC * 1.16.2 2020-03-19 [1] CRAN (R 4.0.0)
## processx 3.4.4 2020-09-03 [1] CRAN (R 4.0.2)
## ps 1.4.0 2020-10-07 [1] CRAN (R 4.0.2)
## psych * 1.9.12.31 2020-01-08 [1] CRAN (R 4.0.0)
## purrr * 0.3.4 2020-04-17 [1] CRAN (R 4.0.0)
## R6 2.5.0 2020-10-28 [1] CRAN (R 4.0.0)
## Rcpp 1.0.5.4 2020-11-05 [1] local
## readxl * 1.3.1 2019-03-13 [1] CRAN (R 4.0.0)
## remotes 2.1.1 2020-02-15 [1] CRAN (R 4.0.0)
## reshape * 0.8.8 2018-10-23 [1] CRAN (R 4.0.0)
## reshape2 * 1.4.4 2020-04-09 [1] CRAN (R 4.0.0)
## rlang 0.4.8 2020-10-08 [1] CRAN (R 4.0.2)
## rmarkdown 2.5 2020-10-21 [1] CRAN (R 4.0.0)
## ROCR * 1.0-11 2020-05-02 [1] CRAN (R 4.0.0)
## rprojroot 1.3-2 2018-01-03 [1] CRAN (R 4.0.0)
## rstudioapi 0.11 2020-02-07 [1] CRAN (R 4.0.0)
## scales 1.1.1 2020-05-11 [1] CRAN (R 4.0.0)
## sessioninfo 1.1.1 2018-11-05 [1] CRAN (R 4.0.0)
## spatial 7.3-11 2015-08-30 [1] CRAN (R 4.0.0)
## stringi 1.5.3 2020-09-09 [1] CRAN (R 4.0.2)
## stringr * 1.4.0 2019-02-10 [1] CRAN (R 4.0.0)
## testthat 2.3.2 2020-03-02 [1] CRAN (R 4.0.0)
## tibble 3.0.4 2020-10-12 [1] CRAN (R 4.0.2)
## tidyr * 1.1.0 2020-05-20 [1] CRAN (R 4.0.0)
## tidyselect 1.1.0 2020-05-11 [1] CRAN (R 4.0.0)
## timeDate * 3043.102 2018-02-21 [1] CRAN (R 4.0.0)
## timeSeries * 3062.100 2020-01-24 [1] CRAN (R 4.0.2)
## usethis 1.6.1 2020-04-29 [1] CRAN (R 4.0.0)
## vctrs 0.3.4 2020-08-29 [1] CRAN (R 4.0.2)
## viridisLite 0.3.0 2018-02-01 [1] CRAN (R 4.0.0)
## withr 2.3.0 2020-09-22 [1] CRAN (R 4.0.2)
## xfun 0.18 2020-09-29 [1] CRAN (R 4.0.2)
## yaml 2.2.1 2020-02-01 [1] CRAN (R 4.0.0)
## zip 2.0.4 2019-09-01 [1] CRAN (R 4.0.0)
## zoo * 1.8-8 2020-05-02 [1] CRAN (R 4.0.2)
##
## [1] /Library/Frameworks/R.framework/Versions/4.0/Resources/library