跳转到内容
计算机科学急救指南v2026.0.0

概率论

学习材料

Section titled “学习材料”

教科书

Section titled “教科书”

中文

Section titled “中文”
  1. [1]
    陈希孺, 概率论与数理统计, 1st ed. in 陈希孺文集. 合肥: 中国科学技术大学出版社, 2009. Accessed: Sep. 28, 2026. [Online]. Available: https://book.douban.com/subject/2201479/

对于[1]这本书，不要只看定义、例题或只做题，作者的讨论要认真阅读。

参考书

Section titled “参考书”

中文

Section titled “中文”
  1. [2]
    徐全智 and 吕恕, 概率论与数理统计, 4th ed. in 普通高等教育“十一五”国家级规划教材. 北京: 高等教育出版社, 2021. Accessed: Sep. 28, 2026. [Online]. Available: https://xuanshu.hep.com.cn/front/book/findBookDetails?bookId=60dee093adb85dae6a2f4381
  2. [3]
    缪柏其 and 张伟平, 概率论与数理统计, 1st ed. in 高等学校教材. 北京: 高等教育出版社, 2022. Accessed: Sep. 28, 2026. [Online]. Available: https://xuanshu.hep.com.cn/front/book/findBookDetails?bookId=62e95c75938b7cc2960eefe1

英文

Section titled “英文”
  1. [4]
    J. S. Rosenthal, A First Look at Rigorous Probability Theory, 2nd ed. Singapore; Hackensack, NJ: World Scientific, 2006. doi: 10.1142/6300.
    其它链接：
    免费资源：
  2. [5]
    R. Durrett, Probability: Theory and Examples, 5th ed. 2019. Accessed: Oct. 08, 2026. [PDF]. Available: https://sites.math.duke.edu/~rtd/PTE/pte.html
    免费资源：
  3. [6]
    C. M. Grinstead and J. L. Snell, Introduction to Probability, 2nd ed. The CHANCE Project, 2006. Accessed: Oct. 09, 2026. [PDF]. Available: https://math.dartmouth.edu/~prob/prob/prob.pdf
  4. [7]
    G. R. Grimmett and D. R. Stirzaker, Probability and Random Processes, 3rd ed. Oxford University Press, 2001. Accessed: Oct. 08, 2026. [Paperback]. Available: https://library.kaist.ac.kr/search/ctlgSearch/posesn/view.do?bibctrlno=589416&ty=B
  5. [8]
    R. D. Yates and D. J. Goodman, Probability and Stochastic Processes, 3rd ed. Wiley, 2014. Accessed: Oct. 08, 2026. [Paperback]. Available: https://www.wiley.com/en-us/probability-and-stochastic-processes-a-friendly-introduction-for-electrical-and-computer-engineers-3rd-edition-p-9781118324561
  6. [9]
    D. P. Bertsekas and J. N. Tsitsiklis, Introduction to Probability, 2nd ed. Belmont, MA: Athena Scientific, 2008. Accessed: Oct. 09, 2026. [Hardcover]. Available: https://web.mit.edu/dimitrib/www/probbook.html
    其它链接：
    免费资源：
  7. [10]
    D. F. Anderson, T. Seppäläinen, and B. Valkó, Introduction to Probability. in Cambridge Mathematical Textbooks. Cambridge University Press, 2017. Accessed: Oct. 09, 2026. [Hardback]. Available: https://www.cambridge.org/highereducation/books/introduction-to-probability/5AB95A42185AB1EF4EDDE73C3A56494E
  8. [11]
    G. Grimmett and D. Welsh, Probability, 2nd ed. Oxford University Press, 2014. Accessed: Oct. 09, 2026. [Online]. Available: https://global.oup.com/academic/product/probability-9780198709978
  9. [12]
    M. Baron, Probability and Statistics for Computer Scientists, 3rd ed. Chapman and Hall/CRC, 2019. doi: 10.1201/9781315172286.
  10. [13]
    H. Pishro-Nik, Introduction to Probability, Statistics, and Random Processes. Kappa Research LLC, 2014. Accessed: Oct. 09, 2026. [Online]. Available: https://probabilitycourse.com/
    免费资源：
  11. [14]
    S. Ghahramani, Fundamentals of Probability, 5th ed. Chapman and Hall/CRC, 2024. Accessed: Oct. 07, 2026. [Paperback]. Available: https://www.routledge.com/Fundamentals-of-Probability/Ghahramani/p/book/9781032803531

未选书目

Section titled “未选书目”

中文

Section titled “中文”
  1. [15]
    韩旭里 and 谢永钦, 概率论与数理统计, 修订版. in 新锐丛书系列. 上海: 复旦大学出版社, 2010. Accessed: Sep. 28, 2026. [Online]. Available: https://www.fudanpress.com/505429541603282944/detail/book?bookId=373564&bookIdentifier=36977368627b1a&company_id=569&company_identifier=2959846655452a&navGuid=505756482248159232

这本复旦版[15]是我本科那时候我们软工专业用的。错误我倒没发现过，但就觉得没什么亮点。我注意到这书出新版了，不过是北京大学出版社出的，我还没有看过。