斯坦福大学的暑期小课程-用bioconductor做统计分析

课程主页：https://web.stanford.edu/class/bios221/about.html 
居然是新鲜的，2017年的暑期课程，全部课件公开下载：
课程设置如下：

1 - Generative probabilistic models for biological data
2 - Statistical analysis of data; simulations, Monte Carlo and maximum likelihood
3 - High quality graphics and visualization of large, heterogeneous data; the grammar of graphics and ggplot2
4 - Mixture models and clustering (application example: mass cyometry data); bootstrapping
5 - Multiple hypothesis testing
6 - RNA-seq, expression analysis, data transformations
7 - Multivariate analyses, PCA, SVD, et al.
8 - Working with image data
9 - Networks, graphs and phylogenetic trees
10 - Experimental design
11 - Microbial ecology; abundance testing

总共会涉及到超过25个bioconductor包，非常赞~~~
秀一个课件给大家看看吧：https://web.stanford.edu/class/b ... b_1_biostrings.html 
其余自己点击进入查看：

  • Lab 1: Biostrings (due June 26)

  • Lab 2: Graphics (due June 27)

  • Lab 3: Simulations (due July 1st at 11pm) – submit a .pdf or .html to dropbox on coursework (this lab is required).

  • Lab 4: Multivariate (due July 5) --- This lab covers both multivariate lectures and the corresponding homework is due several days after the second multivariate lecture.

  • Lab 5: RNAseq (due July 5)

  • Lab 6: Multiple Testing (due July 7)

  • Lab 7: Phyloseq (due July 9)

  • Lab 8: Networks (due July 10)

还有github主页，也值得关注哦：https://github.com/dlsun/ohms

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