《生物序列分析》封面

生物序列分析

Biological sequence analysis

Richard M. Durbin、Sean R. Eddy、Anders Krogh、Graeme Mitchison · 初版 1998 年

9人推荐
10位读者提及
13次提及

为什么值得读

  • 教授如何将DNA、RNA和蛋白质建模为概率语言与生成模型
  • 理论扎实经典,被读者誉为SICP级别的优质著作
  • 数学与统计学结合紧密,是跨界进入生物信息学极佳读物

一本关于序列分析概率方法的参考书。

Hacker News 上怎么说

  • ……这些问题在生物信息学里早就已经解决了。最好的办法肯定是把它和更传统的教材结合起来,比如《Introduction to Computational Biology》(Haubold 和 Wiehe 著)或者《Biological Sequence Analysis》(Mitchison、Krogh、Durbin 和 Eddy 著)。希望能帮到你![1]: http://rosalind.info/

    …of the problems have been already solved in bioinformatics. It's definitely best to combine it with a more traditional textbook such as "Introduction to Computational Biology" (Haubold and Wiehe) or "Biological Sequence Analysis" (Mitchison, Krogh, Durbin, and Eddy). Hope that helps! [1]: http://rosalind.info/

  • ……Sussman 的《The Little Schemer》、Friedman 的《C 程序设计语言》(K&R)、Kernighan & Ritchie 的《算法分析》、Purdom & Brown 的《统计学习精要》(ESL)、Hastie、Tibshirani、Friedman 的《Biological Sequence Analysis》、Durbin 等人的《人工智能:一种现代方法》、Russell & Norvig 的《计算理论导引》、Sipser 的《线性代数导论》、Strang 的《GEB》是我的 1/2

    …Sussman The Little Schemer, Friedman The C Programming Language (K&R), Kernighan & Ritchie The Analysis of Algorithms, Purdom & Brown The Elements of Statistical Learning, Hastie, Tibshirani, Friedman Biological Sequence Analysis, Durbin et al. Artificial Intelligence: A Modern Approach, Russell & Norvig Introduction to the Theory of Computation, Sipser Introduction to Linear Algebra, Strang GEB is my 1/2

  • > [...] 在那里我们学的大多是过时书籍里的东西 我推荐 3 本真正的好书,SICP 级别的神书:1. Durbin 等人写的《Biological Sequence Analysis》。讲如何把 DNA、RNA 和蛋白质建模为概率语言 / 生成模型。另外还有一本配套的课后习题全解。2. Phillips 等人的《Physical Biology of the Cell》……

    > [...] where we mostly learned things from outdated books I can recommend 3 really good books, SICP-level good: 1. Biological Sequence Analysis by Durbin et al. How to model DNA, RNA and proteins as probabilistic languages / generative models. There is also a companion book with all exercises solved. 2. Physical Biology of the Cell by Phillips…

  • ……写写 HR 模块,但也足够过上体面的生活,买辆好车之类的。附言:如果你真心热爱数学、统计学,而且很享受日常钻研,想入坑这个领域最好的书就是 Durbin、Eddy、Krogh 和 Mitchison 合著的《Biological sequence analysis》。

    …HR modules, but good enough to make a decent living and buy a nice car etc. ps: if you really into math, statistics, and feel good about everyday job, the best book to read and get into the field is "Biological sequence analysis" by Durbin, Eddy, Krogh and Mitchison.

  • ……赫尔曼·黑塞 —— 村上春树的大部分作品,尤其是《奇鸟行状录》—— 琼·狄迪恩的《Where I Was From》—— Richard P. Gabriel 的《Patterns of Software》—— Durbin、Eddy、Krogh 和 Mitchison 的《Biological Sequence Analysis》—— 伊塔洛·卡尔维诺的《如果在一个冬夜,一个旅人》

    …Hermann Hesse - most Haruki Murakami, especially "The Wind-up Bird Chronicle" - Joan Didion, "Where I Was From" - Richard P. Gabriel, "Patterns of Software" - Durbin, Eddy, Krogh, and Mitchison, "Biological Sequence Analysis" - Italo Calvino, "if on a winter's night a traveller"

  • ……像那样的话,你真的需要各个领域的专业人士来帮忙挑选核心书籍(哪怕画质很糊也行)。比如随便扫一眼生物信息学部分,就能发现 Durbin 的《Biological sequence analysis》和向静怀的《Essential Bioinformatics》都没列进去,明明 BT 种子里都能搜到。这两本可比剩下的那些书重要多了。

    …like that you would really need domain experts in each field to look for the important books (even if they are in low quality). Here for example a quick glance at Bioinformatics tells me that Durbin's Biological sequence analysis and Xiang's Essential Bioinformatics is missing even though it can be found on torrents. They are relevant much more than the rest of the books

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