参考文献

Agresti, Alan. 2007. An Introduction to Categorical Data Analysis. 2nd ed. Hoboken, New Jersey: John Wiley & Sons, Inc.
Ansari, A. R., and R. A. Bradley. 1960. “Rank-Sum Tests for Dispersions.” The Annals of Mathematical Statistics 31 (4): 1174–89. https://doi.org/10.1214/aoms/1177705688.
Anscombe, F. J. 1973. “Graphs in Statistical Analysis.” The American Statistician 27 (1): 17. https://doi.org/10.2307/2682899.
Bates, Douglas, and Dirk Eddelbuettel. 2013. “Fast and Elegant Numerical Linear Algebra Using the RcppEigen Package.” Journal of Statistical Software 52 (5): 1–24. https://doi.org/10.18637/jss.v052.i05.
Berkelaar, Michel et al. 2023. lpSolve: Interface to Lp_solve v. 5.5 to Solve Linear/Integer Programs. https://CRAN.R-project.org/package=lpSolve.
Bickel, P. J., E. A. Hammel, and J. W. O’Connell. 1975. “Sex Bias in Graduate Admissions: Data from Berkeley.” Science 187 (4175): 398–404. https://doi.org/10.1126/science.187.4175.398.
Biecek, Przemyslaw. 2023. DrWhy: Explain, Explore and Debug Predictive Machine Learning Models. https://github.com/ModelOriented/DrWhy.
Brandao, Filipe. 2023. rAMPL: AMPL API for r. https://github.com/ampl/rAMPL.
Brunson, Jason Cory. 2020. ggalluvial: Layered Grammar for Alluvial Plots.” Journal of Open Source Software 5 (49): 2017. https://doi.org/10.21105/joss.02017.
Clopper, C. J., and E. S. Pearson. 1934. “The Use of Confidence or Fiducial Limits Illustrated in the Case of the Binomial.” Biometrika 26 (4): 404–13. https://doi.org/10.1093/biomet/26.4.404.
Cohen, Jacob. 1994. “The Earth Is Round (p < .05).” American Psychologist 49 (12): 997–1003. https://doi.org/10.1037/0003-066x.49.12.997.
Davies, Rhian, Steph Locke, and Lucy D’Agostino McGowan. 2022. datasauRus: Datasets from the Datasaurus Dozen. https://CRAN.R-project.org/package=datasauRus.
Dobson, Annette J. 1983. An Introduction to Statistical Modelling. 1st ed. London: Chapman; Hall/CRC. https://doi.org/10.1007/978-1-4899-3174-0.
Dunning, Iain, Joey Huchette, and Miles Lubin. 2017. JuMP: A Modeling Language for Mathematical Optimization.” SIAM Review 59 (2): 295–320. https://doi.org/10.1137/15M1020575.
Efron, Bradley, Trevor Hastie, Iain Johnstone, and Robert Tibshirani. 2004. Least angle regression.” The Annals of Statistics 32 (2): 407–99. https://doi.org/10.1214/009053604000000067.
Epps, T. W., and Lawrence B. Pulley. 1983. “A Test for Normality Based on the Empirical Characteristic Function.” Biometrika 70 (3): 723–26. https://doi.org/10.2307/2336512.
Feinerer, Ingo, Kurt Hornik, and David Meyer. 2008. “Text Mining Infrastructure in R.” Journal of Statistical Software 25 (5): 1–54. https://doi.org/10.18637/jss.v025.i05.
Fligner, Michael A., and Timothy J. Killeen. 1976. “Distribution-Free Two-Sample Tests for Scale.” Journal of the American Statistical Association 71 (353): 210–13. https://doi.org/10.1080/01621459.1976.10481517.
Friendly, Michael. 2021. HistData: Data Sets from the History of Statistics and Data Visualization. https://CRAN.R-project.org/package=HistData.
Friendly, Michael, and David Meyer. 2016. Discrete Data Analysis with r: Visualization and Modeling Techniques for Categorical and Count Data. 1st ed. Boca Raton, Florida: Chapman; Hall/CRC.
Fu, Anqi, and Balasubramanian Narasimhan. 2023. ECOSolveR: Embedded Conic Solver in r. https://CRAN.R-project.org/package=ECOSolveR.
Galton, F. 1886. “Regression Towards Mediocrity in Hereditary Stature.” Journal of the Anthropological Institute 15: 246–63.
Grün, Bettina, and Kurt Hornik. 2011. topicmodels: An R Package for Fitting Topic Models.” Journal of Statistical Software 40 (13): 1–30. https://doi.org/10.18637/jss.v040.i13.
Hahsler, Michael, and Kurt Hornik. 2007. TSP: Infrastructure for the Traveling Salesperson Problem.” Journal of Statistical Software 23 (2): 1–21. https://doi.org/10.18637/jss.v023.i02.
Hanley, James A. 2004. “’Transmuting’ Women into Men: Galton’s Family Data on Human Stature.” The American Statistician 58 (3): 237–43.
Hart, William E, Jean-Paul Watson, and David L Woodruff. 2011. Pyomo: Modeling and Solving Mathematical Programs in Python.” Mathematical Programming Computation 3 (3): 219–60.
Hasselblad, Victor. 1969. “Estimation of Finite Mixtures of Distributions from the Exponential Family.” Journal of the American Statistical Association 64 (328): 1459–71. https://doi.org/10.1080/01621459.1969.10501071.
Heyde, C. C., E. Seneta, P. Crépel, S. E. Fienberg, and J. Gani. 2001. Statisticians of the Centuries. New York, NY: Springer-Verlag. https://doi.org/10.1007/978-1-4613-0179-0.
Holt, Charles C. 2004. “Forecasting Seasonals and Trends by Exponentially Weighted Moving Averages.” International Journal of Forecasting 20 (1): 5–10. https://doi.org/10.1016/j.ijforecast.2003.09.015.
HSU, P. L. 1938. “Contribution to the Theory of "Student’s" T-Test as Applied to the Problem of Two Samples.” Statistical Research Memoirs 2: 1–24.
———. 1983. Collected Papers. New York, NY: Springer-Verlag.
Hvitfeldt, Emil, and Julia Silge. 2021. Supervised Machine Learning for Text Analysis in R. New York: Chapman; Hall/CRC. https://smltar.com/.
Johnson, Steven G. 2023. The NLopt Nonlinear Optimization Package. https://CRAN.R-project.org/package=nloptr.
Kabacoff, Robert I. 2022. R in Action: Data Analysis and Graphics with R and Tidyverse. 3rd ed. Shelter Island, NY: Manning Publications Co.
Kim, Seock-Ho, and Allan S. Cohen. 1998. “On the Behrens-Fisher Problem: A Review.” Journal of Educational and Behavioral Statistics 23 (4): 356–77. https://doi.org/10.2307/1165281.
Kim, Yongdai, Hosik Choi, and Hee-Seok Oh. 2008. “Smoothly Clipped Absolute Deviation on High Dimensions.” Journal of the American Statistical Association 103 (484): 1665–73. https://doi.org/10.1198/016214508000001066.
Kolaczyk, Eric D., and Gábor Csárdi. 2020. Statistical Analysis of Network Data with R. 2nd ed. Springer, New York, NY. https://doi.org/10.1007/978-3-030-44129-6.
Kuhn, Max, and Hadley Wickham. 2020. Tidymodels: A Collection of Packages for Modeling and Machine Learning Using Tidyverse Principles. https://www.tidymodels.org.
Lang, Michel, and Patrick Schratz. 2023. mlr3verse: Easily Install and Load the mlr3 Package Family. https://CRAN.R-project.org/package=mlr3verse.
Lüdecke, Daniel. 2019. strengejacke: Load Packages Associated with Strenge Jacke! https://github.com/strengejacke/strengejacke.
Lüdecke, Daniel, Mattan S. Ben-Shachar, Indrajeet Patil, Brenton M. Wiernik, Etienne Bacher, Rémi Thériault, and Dominique Makowski. 2022. easystats: Framework for Easy Statistical Modeling, Visualization, and Reporting.” CRAN. https://easystats.github.io/easystats/.
Meyer, David, Achim Zeileis, and Kurt Hornik. 2006. “The Strucplot Framework: Visualizing Multi-Way Contingency Tables with vcd.” Journal of Statistical Software 17 (3): 1–48. https://doi.org/10.18637/jss.v017.i03.
Mood, A. M. 1954. “On the Asymptotic Efficiency of Certain Nonparametric Two-Sample Tests.” The Annals of Mathematical Statistics 25 (3): 514–22. https://doi.org/10.1214/aoms/1177728719.
Newcombe, Robert G. 1998. “Interval Estimation for the Difference Between Independent Proportions: Comparison of Eleven Methods.” Statistics in Medicine 17 (8): 873–90. https://doi.org/10.1002/(SICI)1097-0258(19980430)17:8<873::AID-SIM779>3.0.CO;2-I.
O’Donoghue, Brendan, Eric Chu, Parikh Neal, and Stephen Boyd. 2016. “Operator Splitting for Conic Optimization via Homogeneous Self-Dual Embedding.” Journal of Optimization Theory and Applications 169 (3): 1042–68. https://doi.org/10.1007/s10957-016-0892-3.
Rigby, R. A., and D. M. Stasinopoulos. 2005. “Generalized Additive Models for Location, Scale and Shape (with Discussion).” Journal of the Royal Statistical Society: Series C (Applied Statistics) 54 (3): 507–54. https://doi.org/10.1111/j.1467-9876.2005.00510.x.
Ryan, Jeffrey A., and Joshua M. Ulrich. 2022. quantmod: Quantitative Financial Modelling Framework. https://CRAN.R-project.org/package=quantmod.
S original by Berwin A. Turlach, Fortran contributions from Cleve Moler dpodi/LINPACK), R port by Andreas Weingessel. 2019. quadprog: Functions to Solve Quadratic Programming Problems. https://CRAN.R-project.org/package=quadprog.
Sarkar, Deepayan. 2008. lattice: Multivariate Data Visualization with R. New York: Springer. http://lmdvr.r-forge.r-project.org.
Schilling, Walter. 1947. “A Frequency Distribution Represented as the Sum of Two Poisson Distributions.” Journal of the American Statistical Association 42 (239): 407–24.
Schwendinger, Florian, and Hans W. Borchers. 2023. CRAN Task View: Optimization and Mathematical Programming. https://CRAN.R-project.org/view=Optimization.
Schwendinger, Florian, and Dirk Schumacher. 2023. highs: HiGHS Optimization Solver. https://CRAN.R-project.org/package=highs.
Scrucca, Luca. 2013. GA: A Package for Genetic Algorithms in R.” Journal of Statistical Software 53 (4): 1–37. https://doi.org/10.18637/jss.v053.i04.
Shapiro, S. S., and M. B. Wilk. 1965. “An Analysis of Variance Test for Normality (Complete Samples).” Biometrika 52 (3-4): 591–611. https://doi.org/10.1093/biomet/52.3-4.591.
Silge, Julia, and David Robinson. 2017. Text Mining with R. New York: O’Reilly Media, Inc. https://www.tidytextmining.com/.
"Student". 1908. “The Probable Error of a Mean.” Biometrika 6: 1–25.
Tang, Yuan, Masaaki Horikoshi, and Wenxuan Li. 2016. ggfortify: Unified Interface to Visualize Statistical Result of Popular r Packages.” The R Journal 8 (2): 474–85. https://doi.org/10.32614/RJ-2016-060.
Theussl, Stefan, and Kurt Hornik. 2023. Rglpk: R/GNU Linear Programming Kit Interface. https://CRAN.R-project.org/package=Rglpk.
Theußl, Stefan, Florian Schwendinger, and Kurt Hornik. 2020. ROI: An Extensible R Optimization Infrastructure.” Journal of Statistical Software 94 (15): 1–64. https://doi.org/10.18637/jss.v094.i15.
Tibshirani, Robert. 1996. “Regression Shrinkage and Selection via the Lasso.” Journal of the Royal Statistical Society. Series B (Methodological) 58 (1): 267–88. http://www.jstor.org/stable/2346178.
Tyner, Sam, François Briatte, and Heike Hofmann. 2017. “Network Visualization with ggplot2.” The R Journal 9 (1): 27–59. https://doi.org/10.32614/RJ-2017-023.
Varadhan, Ravi, and Paul Gilbert. 2009. BB: An R Package for Solving a Large System of Nonlinear Equations and for Optimizing a High-Dimensional Nonlinear Objective Function.” Journal of Statistical Software 32 (4): 1–26. https://www.jstatsoft.org/v32/i04/.
Warnes, J. J., and B. D. Ripley. 1987. “Problems with Likelihood Estimation of Covariance Functions of Spatial Gaussian Processes.” Biometrika 74 (3): 640–42.
Wickham, Hadley. 2016. ggplot2: Elegant Graphics for Data Analysis. 2nd ed. Springer-Verlag New York. https://ggplot2.tidyverse.org.
Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2019. “Welcome to the tidyverse.” Journal of Open Source Software 4 (43): 1686. https://doi.org/10.21105/joss.01686.
Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd ed. Sebastopol, California: O’Reilly Media, Inc. https://r4ds.hadley.nz/.
Wickham, Hadley, Danielle Navarro, and Thomas Lin Pedersen. 2024. ggplot2: Elegant Graphics for Data Analysis. 3rd ed. Springer-Verlag New York. https://ggplot2-book.org/.
Wilson, Edwin B. 1927. “Probable Inference, the Law of Succession, and Statistical Inference.” Journal of the American Statistical Association 22 (158): 209–12. https://doi.org/10.1080/01621459.1927.10502953.
Winters, Peter R. 1960. “Forecasting Sales by Exponentially Weighted Moving Averages.” Management Science 6 (3): 324–42. https://doi.org/10.1287/mnsc.6.3.324.
Xie, Yihui. 2015. Dynamic Documents with R and Knitr. 2nd ed. Boca Raton, Florida: Chapman; Hall/CRC. https://yihui.org/knitr/.
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://doi.org/10.1198/106186007X237856.
Zhang, Cun-Hui. 2010. “Nearly Unbiased Variable Selection Under Minimax Concave Penalty.” The Annals of Statistics 38 (2): 894–942. https://doi.org/10.1214/09-AOS729.
Zhang, Lijin, Xueyang Li, and Zhiyong Zhang. 2023. “Variety and Mainstays of the r Developer Community.” The R Journal 15: 5–25. https://doi.org/10.32614/RJ-2023-060.
刘浩洋, 户将, 李勇锋, and 文再文. 2020. 最优化:建模、算法与理论. 北京: 高等教育出版社. http://faculty.bicmr.pku.edu.cn/~wenzw/optbook.html.
宋泽熙. 2011. “两个二项总体成功概率的比较.” 中国校外教育(理论) z1: 81. https://doi.org/10.3969/j.issn.1004-8502-B.2011.z1.0919.
赵鹏, 谢益辉, and 黄湘云. 2021. 现代统计图形. 北京: 人民邮电出版社. https://bookdown.org/xiangyun/msg.
韦博成. 2009. “《红楼梦》前80回与后40回某些文风差异的统计分析(两个独立二项总体等价性检验的一个应用).” 应用概率统计 25 (4): 441–48. https://doi.org/10.3969/j.issn.1001-4268.2009.04.012.