The Statistics of Gene Mapping
The Statistics of Gene Mapping
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DOI：
10.1198/tech.2008.s537
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发表时间：
2008-02
期刊：
影响因子：
2.5
通讯作者：
X. Qu
中科院分区：
文献类型：
--
作者：
X. Qu
在附录A：符号列表中，标题不言自明。这是一个有益的补充。附录B专门讨论矩阵代数的主题，这些主题不太可能在标准文本中找到，但在本书中广泛使用。附录分为六个小节：克罗内克积、矩阵微分、投影、广义逆、矩阵分解和特征值扰动理论。有关更多细节，请参见Kollo and von罗森（2006）或Healy（2000）。附录C有五个简短的部分：多元正态分布，二次型，OP和OP，卷积，指数族和广义线性模型。有一个补充会很有帮助，即提到一些相关的R包。特别是，请参阅在R中实现的lme的新版本（lme4）和Bates的文档。这本书的作者Faraway在这方面也很有用。最后，关于蒙特卡罗方法的使用，请参阅与BUGS和OPENBUGS相关的链接。
In Appendix A: List of Notations, the title is self-explanatory. This is a useful addition. Appendix B is devoted to matrix algebra topics that are not so likely to be found in standard texts but are used extensively in this book. The Appendix is in six subsections: Kronecker Products, Matrix Differentiation, Projection, Generalized Inverse, Decomposition of Matrices, and Eigenvalue Perturbation Theory. For additional details, see Kollo and von Rosen (2006) or Healy (2000). Appendix C has five short sections: Multivariate Normal Distribution, Quadratic forms, OP and op , Convolution, Exponential Family and Generalized Linear Models. One addition would be very helpful, namely, some mention of the packages in R that are relevant. In particular, see the new version of lme implemented in R (lme4) and the documentation by Bates. The book by Faraway is also useful in this respect. Finally, in connection with the use of Monte Carlo methods, see the links pertaining to BUGS and OPENBUGS.