【位于视频中大约20:20的位置】印度和中国对世界经济的贡献曾达到40%,不过只是在工业革命期间,现在只占到4.8%。两国合起来有20亿人口,占世界人口的1/3,产生的财富仅占世界的5%。因为他们没有顺势而变,因为统治者把他们的国民看做是农奴,而不是具有共同利益的投资人。统治者不懂得留住受过教育的人才,不刺激商业发展,不做上市,但硅谷懂得这么做,这是为什么硅谷因为懂得网罗人才而取得不断的发展,而不是像印度或中国那样单单去发展集成电路。……【阅读全文】
Category Archives: 生物信息
[荐]An Introduction to reshape2
reshape2 is an R package written by Hadley Wickham that makes it easy to transform data between wide and long formats.……【阅读全文】
Galaxy和NGS数据格式的简介
[文献]Ten Simple Rules for the Care and Feeding of Scientific Data
[文献]Ten Simple Rules for Effective Computational Research
Ten Simple Rules for Effective Computational Research
Osborne JM, Bernabeu MO, Bruna M, Calderhead B, Cooper J, et al. (2014) Ten Simple Rules for Effective Computational Research. PLoS Comput Biol 10(3): e1003506. doi:10.1371/journal.pcbi.1003506……【阅读全文】
[荐]ECplot: An online tool for making standardized plots from large datasets for bioinformatics publications
[荐]box plots与BoxPlotR
box plots
- Bring on the box plots
- Points of View: Bar charts and box plots
- Points of Significance: Visualizing samples with box plots
- Box plot(wikipedia)
- 40 years of boxplots
- Methods for Presenting Statistical Information: The Box Plot
- Beanplot: A Boxplot Alternative for Visual Comparison of Distributions
BoxPlotR
This application allows users to generate customized box plots in a number of variants based on their data. A data matrix can be uploaded as a file or pasted into the application. Basic box plots are generated based on the data and can be modified to include additional information. Additional features become available when checking that option. Information about sample sizes can be represented by the width of each box where the widths are proportional to the square roots of the number of observations n. Notches can be added to the boxes. These are defined as +/-1.58*IQR/sqrt(n) which gives roughly 95% confidence that two medians are different. It is also possible to define the whiskers based on the ideas of Spear and Tukey. Additional options of data visualization (violin and bean plots) reveal more information about the underlying data distribution. Plots can be labeled, customized (colors, dimensions, orientation) and exported as eps, pdf and svg files.……【阅读全文】
[转]RNA测序研究现状与发展
原文链接
参考文献
RNA-seq is a recent and immensely popular technology for cataloging and comparing gene expression. Two papers from the international RGASP consortium report on large-scale competitions to identify the best algorithms for RNA-seq analysis, with surprising variability in the results.……【阅读全文】
[文献]The role of replicates for error mitigation in next-generation sequencing
Robasky, K., Lewis, N. E. & Church, G. M. The role of replicates for error mitigation in next-generation sequencing. Nat. Rev. Genet. 1–7 (2013). doi:10.1038/nrg3655……【阅读全文】
[转]科学家分析现有全RNA测序工具利弊
科学家分析现有全RNA测序工具利弊
日前,两项刊登在《自然-方法学》(Nature Methods)上的研究对比了用于分析从单个细胞所有 RNA 获得的测序数据的不同计算工具。……【阅读全文】