参考文献

Adler, Daniel, and S. Thomas Kelly. 2020. Vioplot: Violin Plot. https://github.com/TomKellyGenetics/vioplot.

Adler, Daniel, and Duncan Murdoch. 2020. Rgl: 3D Visualization Using Opengl. https://r-forge.r-project.org/projects/rgl/.

Andrews, D. F. 1972. “Plots of High Dimensional Data.” Biometrics 28 (1): 125–36. https://doi.org/10.2307/2528964.

Bates, Douglas, and Martin Maechler. 2019. Matrix: Sparse and Dense Matrix Classes and Methods. http://Matrix.R-forge.R-project.org/.

Becker, R. A., J. M. Chambers, and A. R. Wilks. 1988. The New S Language. Wadsworth; Brooks/Cole.

Bowman, Adrian, and Adelchi Azzalini. 2018. Sm: Smoothing Methods for Nonparametric Regression and Density Estimation. http://www.stats.gla.ac.uk/~adrian/sm.

Breiman, Friedman, Olshen, and Stone. 1984. Classification and Regression Trees. Wadsworth.

Brownrigg, Ray. 2018. Maps: Draw Geographical Maps. https://CRAN.R-project.org/package=maps.

Carr, Dan, Nicholas Lewin-Koh, and Martin Maechler. 2020. Hexbin: Hexagonal Binning Routines. http://github.com/edzer/hexbin.

Chambers, J. M., W. S. Cleveland, B. Kleiner, and P. A. Tukey. 1983. Graphical Methods for Data Analysis. Wadsworth; Brooks/Cole.

Cheng, Joe, Bhaskar Karambelkar, and Yihui Xie. 2019. Leaflet: Create Interactive Web Maps with the Javascript Leaflet Library. http://rstudio.github.io/leaflet/.

Chernoff, Herman. 1973. “Using Faces to Represent Points in K-Dimensional Space Graphically.” Journal of the American Statistical Association 68 (342): 361–68. https://doi.org/10.2307/2284077.

Cleveland, William S. 1979. “Robust Locally Weighted Regression and Smoothing Scatterplots.” Journal of American Statistical Association 74 (368): 829–36. https://doi.org/10.2307/2286407.

———. 1985. The Elements of Graphing Data. Monterey, CA: Wadsworth.

———. 1993. Visualizing Data. Hobart Press.

Cohen, Ayala. 1980. “On the Graphical Display of the Significant Components in Two-Way Contingency Tables.” Communications in Statistics - Theory and Methods 9 (10): 1025–41. https://doi.org/10.1080/03610928008827940.

Cook, Dianne, and Deborah F. Swayne. 2007. Interactive and Dynamic Graphics for Data Analysis with R and Ggobi. Springer.

Csardi, Gabor, and Tamas Nepusz. 2006. “The Igraph Software Package for Complex Network Research.” Interjournal Complex Systems: 1695. https://igraph.org.

Fox, John. 2005. “The R Commander: A Basic Statistics Graphical User Interface to R.” Journal of Statistical Software 14 (9): 1–42. https://www.jstatsoft.org/v14/i09.

Friendly, M. 1992. “Graphical Methods for Categorical Data.” In SAS User Group International Conference Proceedings, 17:190–200.

Friendly, M., and D. J. Denis. 2001. Milestones in the History of Thematic Cartography, Statistical Graphics, and Data Visualization. http://www.datavis.ca/milestones/.

Friendly, Michael. 1994. “A Fourfold Display for 2 by 2 by \(k\) Tables.” 217. York University, Psychology Department. http://www.math.yorku.ca/SCS/Papers/4fold/4fold.ps.gz.

Galili, Tal, and Alan O’Callaghan. 2020. Heatmaply: Interactive Cluster Heat Maps Using Plotly. https://CRAN.R-project.org/package=heatmaply.

Hintze, J. L., and R. D. Nelson. 1998. “Violin Plots: A Box Plot-Density Trace Synergism.” The American Statistician 52 (2): 181–84. https://doi.org/10.1080/00031305.1998.10480559.

Hofmann, H., and M Theus. 2005. Interactive Graphics for Visualizing Conditional Distributions.

Hornik, Kurt. 2018. “R FAQ.” https://CRAN.R-project.org/doc/FAQ/R-FAQ.html.

Hothorn, Torsten, and Brian S. Everitt. 2014. A Handbook of Statistical Analyses Using R. 3rd ed. Boca Raton, Florida: Chapman; Hall/CRC. https://CRAN.R-project.org/package=HSAUR3.

Ihaka, Ross, and Robert Gentleman. 1996. “R: A Language for Data Analysis and Graphics.” Journal of Computational and Graphical Statistics 5 (3): 299–314. https://doi.org/10.2307/1390807.

Inselberg, Alfred. 2009. Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer-Verlag New York. https://doi.org/10.1007/978-0-387-68628-8.

Kaplan, E. L., and P. Meier. 1958. “Nonparametric Estimation from Incomplete Observations.” Journal of the American Statistical Association 53 (282): 457–81. https://doi.org/10.2307/2281868.

Koenker, Roger. 2020. Quantreg: Quantile Regression. https://www.r-project.org.

Krause, Andreas. 2009. “Taking It to Higher Dimensions.” Statistical Computing and Graphics Newsletter 20 (1). http://stat-computing.org/newsletter/issues/scgn-20-1.pdf.

Lane, D. M., and A. Sándor. 2009. “Designing Better Graphs by Including Distributional Information and Integrating Words, Numbers, and Images.” Psychological Methods 14 (3): 239–57. https://doi.org/10.1037/a0016620.

Lawrence, Michael, and Duncan Temple Lang. 2010. “RGtk2: A Graphical User Interface Toolkit for R.” Journal of Statistical Software 37 (8): 1–52. https://www.jstatsoft.org/v37/i08/.

Leisch, Friedrich. 2002. “Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis.” In Compstat 2002 — Proceedings in Computational Statistics, edited by Wolfgang Härdle and Bernd Rönz, 575–80. Physica Verlag, Heidelberg. http://www.stat.uni-muenchen.de/~leisch/Sweave.

Lemon, Jim. 2006. “plotrix: A Package in the Red Light District of R.” R News 6 (4): 8–12. https://cran.r-project.org/doc/Rnews/Rnews_2006-4.pdf.

Ligges, Uwe. 2018. TuneR: Analysis of Music and Speech. https://CRAN.R-project.org/package=tuneR.

Ligges, Uwe, and Martin Maechler. 2003. “Scatterplot3d - an R Package for Visualizing Multivariate Data.” Journal of Statistical Software 8 (11): 1–20. https://www.jstatsoft.org/v08/i11.

Loecher, Markus, and Karl Ropkins. 2015. “RgoogleMaps and loa: Unleashing R Graphics Power on Map Tiles.” Journal of Statistical Software 63 (4): 1–18. https://www.jstatsoft.org/v63/i04/.

Meyer, David, Achim Zeileis, and Kurt Hornik. 2020. Vcd: Visualizing Categorical Data. https://CRAN.R-project.org/package=vcd.

———. 2006. “The Strucplot Framework: Visualizing Multi-Way Contingency Tables with Vcd.” Journal of Statistical Software 17 (3): 1–48. http://www.jstatsoft.org/v17/i03.

Murrell, Paul. 2018. R Graphics. 3rd ed. Boca Raton, Florida: Chapman; Hall/CRC. https://www.stat.auckland.ac.nz/~paul/RG3e/.

Murrell, Paul, and Brian Ripley. 2006. “Non-Standard Fonts in Postscript and Pdf Graphics.” R News 6 (2): 41–47. http://cran.r-project.org/doc/Rnews/Rnews_2006-2.pdf.

Neuwirth, Erich. 2014. RColorBrewer: ColorBrewer Palettes. https://CRAN.R-project.org/package=RColorBrewer.

Nightingale, Florence. 1858. “Notes on Matters Affecting the Health, Efficiency, and Hospital Administration of the British Army.”

Pateiro-Lopez, Beatriz, Alberto Rodriguez-Casal, and. 2019. Alphahull: Generalization of the Convex Hull of a Sample of Points in the Plane. https://CRAN.R-project.org/package=alphahull.

Playfair, William. 1786. The Commercial and Political Atlas: Representing, by Means of Stained Copper-Plate Charts, the Progress of the Commerce, Revenues, Expenditure and Debts of England During the Whole of the Eighteenth Century.

———. 1801. The Statistical Breviary; Shewing, on a Principle Entirely New, the Resources of Every State and Kingdom in Europe. London: T. Bensley.

R Core Team. 2020. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.

Robert McGill, John W. Tukey, and Wayne A. Larsen. 1978. “Variations of Box Plots.” The American Statistician 32 (1): 12–16. https://doi.org/10.2307/2683468.

Robinson, Heman. 2003. “Usability of Scatter Plot Symbols.” Statistical Computing and Graphics Newsletter 14 (1). http://stat-computing.org/newsletter/issues/scgn-14-1.pdf.

Rousseeuw, P. J., I. Ruts, and J. W. Tukey. 1999. “The Bagplot: A Bivariate Boxplot.” The American Statistician 53 (4): 382–87. https://doi.org/10.1080/00031305.1999.10474494.

Sarkar, Deepayan. 2008. Lattice: Multivariate Data Visualization with R. New York, NY: Springer. http://lmdvr.r-forge.r-project.org.

Schloerke, Barret, Di Cook, Joseph Larmarange, Francois Briatte, Moritz Marbach, Edwin Thoen, Amos Elberg, and Jason Crowley. 2020. GGally: Extension to Ggplot2. https://CRAN.R-project.org/package=GGally.

Scott, David W. 2015. Multivariate Density Estimation: Theory, Practice and Visualization. 2nd ed. New York, NY: John Wiley & Sons, Inc. https://doi.org/10.1002/9780470316849.

Sharpsteen, Charlie, and Cameron Bracken. 2020. TikzDevice: R Graphics Output in Latex Format. https://github.com/daqana/tikzDevice.

Sievert, Carson. 2019. Interactive Web-Based Data Visualization with R, Plotly, and Shiny. Boca Raton, Florida: Chapman; Hall/CRC. https://plotly-r.com.

Snow, Greg. 2020. TeachingDemos: Demonstrations for Teaching and Learning. https://CRAN.R-project.org/package=TeachingDemos.

Symanzik, Jürgen. 2004. “Handbook of Computational Statistics.” In, edited by James E. Gentle, Wolfgang Härdle, and Yuichi Mori, 1st ed., 293–336. Springer.

Therneau, Terry, and Beth Atkinson. 2019. Rpart: Recursive Partitioning and Regression Trees. https://CRAN.R-project.org/package=rpart.

Therneau, Terry M. 2020. Survival: Survival Analysis. https://github.com/therneau/survival.

Therneau, T. M., and P. M. Grambsch. 2000. Modeling Survival Data: Extending the Cox Model. New York, USA: Springer.

Theus, Martin. 2002. “Interactive Data Visualization Using Mondrian.” Journal of Statistical Software 7 (11): 1–9. https://www.jstatsoft.org/v07/i11.

Tufte, Edward R. 1992. Envisioning Information. Cheshire, CT, USA: Graphics Press.

———. 2001. The Visual Display of Quantitative Information. 2nd ed. Cheshire, CT, USA: Graphics Press.

Tukey, John. W. 1977. Exploratory Data Analysis. Massachusetts: Addison-Wesley.

Tukey, John W. 1962. “The Future of Data Analysis.” The Annals of Mathematical Statistics 33 (1): 1–67. https://www.jstor.org/stable/2237638.

Unwin, Antony, George Hawkins, Heike Hofmann, and Bernd Siegl. 1996. “Interactive Graphics for Data Sets with Missing Values: MANET.” Journal of Computational and Graphical Statistics 5 (2): 113–22. https://doi.org/10.1080/10618600.1996.10474700.

Urbanek, Simon, and Tobias Wichtrey. 2018. Iplots: IPlots - Interactive Graphics for R. http://www.iPlots.org/.

Vaidyanathan, Ramnath, Yihui Xie, JJ Allaire, Joe Cheng, and Kenton Russell. 2019. Htmlwidgets: HTML Widgets for R. https://github.com/ramnathv/htmlwidgets.

Venables, W. N., and B. D. Ripley. 2002. Modern Applied Statistics with S. 4th ed. New York, NY: Springer. https://www.stats.ox.ac.uk/pub/MASS4.

Wainer, Howard, and David Thissen. 1981. “Graphical Data Analysis.” Annual Review of Psychology 32 (1): 191–241. https://doi.org/10.1002/j.2333-8504.1981.tb01261.x.

Wand, Matt. 2020. KernSmooth: Functions for Kernel Smoothing Supporting Wand & Jones (1995). https://CRAN.R-project.org/package=KernSmooth.

Wei, Taiyun, and Viliam Simko. 2017. Corrplot: Visualization of a Correlation Matrix. https://github.com/taiyun/corrplot.

Wickham, Hadley. 2016. Ggplot2: Elegant Graphics for Data Analysis. 2nd ed. Springer-Verlag New York. https://ggplot2-book.org/.

Wilkinson, Leland. 2005. The Grammar of Graphics. 2nd ed. New York, NY: Springer. https://doi.org/10.1007/0-387-28695-0.

Wolf, Hans Peter. 2019. Aplpack: Another Plot Package: Bagplots, Iconplots, Summaryplots, Slider Functions and Others. http://www.wiwi.uni-bielefeld.de/lehrbereiche/statoekoinf/comet/wolf/wolf_aplpack.

Xie, Yihui. 2007. Visualization of Data and Statistical Models Using R. 第 3 届计量模型与中国 \(\cdot\) 澳大利亚自由贸易区发展国际研讨会论文集. http://1t.click/ajpa.

———. 2013. “animation: An R Package for Creating Animations and Demonstrating Statistical Methods.” Journal of Statistical Software 53 (1): 1–27. https://www.jstatsoft.org/v53/i01/.

———. 2015. Dynamic Documents with R and Knitr. 2nd ed. Boca Raton, Florida: Chapman; Hall/CRC. http://yihui.org/knitr/.

———. 2016. Bookdown: Authoring Books and Technical Documents with R Markdown. Boca Raton, Florida: Chapman; Hall/CRC. https://github.com/rstudio/bookdown.

———. 2019. FormatR: Format R Code Automatically. https://github.com/yihui/formatR.

———. 2020. MSG: Data and Functions for the Book Modern Statistical Graphics. https://github.com/yihui/MSG.

Xie, Yihui, J. J. Allaire, and Garrett Grolemund. 2018. R Markdown: The Definitive Guide. Boca Raton, Florida: Chapman; Hall/CRC. https://bookdown.org/yihui/rmarkdown.

Xie, Yihui, Yixuan Qiu, and Taiyun Wei. 2018. Fun: Use R for Fun. https://github.com/yihui/fun.

Zeileis, Achim, David Meyer, and Kurt Hornik. 2007. “Residual-Based Shadings for Visualizing (Conditional) Independence.” Journal of Computational and Graphical Statistics 16 (3): 507–25. https://www.jstor.org/stable/27594258.

李贤平. 1987. “《红楼梦》成书新说.” 复旦大学学报(社科版) 5: 3–16.

谢益辉. 2008a. “统计图形在数据分析中的应用.” In 统计学评论, edited by 张波. 中国财政经济出版社.

———. 2010. “统计图形和模拟视角下的模型理论解析.” Master’s thesis, 中国人民大学. http://1t.click/ajnW.

———. 2008b. “用局部加权回归散点平滑法观察二维变量之间的关系.” 统计之都, November. https://cosx.org/2008/11/lowess-to-explore-bivariate-correlation-by-yihui.

邱怡轩. 2011. “统计词话(一).” 统计之都, March. https://cosx.org/2011/03/statistics-in-chinese-song-poem-1.