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Nan Xiao - Developer • Doctorate/PhD
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Nan Xiao

Developer • Doctorate/PhD

Seven Bridges Genomics (United States) • Cambridge, United States of America

My research focuses on developing scalable statistical machine learning methods with software to detect key signals and reveal meaningful patterns from high-dimensional data. My Erdős number: 4.

I am an active contributor to the R and…

Skills and expertise

Omics and technologies

  • Drug design
  • Genome edition
  • RNA-seq analysis

Programming languages

  • Haskell
  • Javascript
  • Python
  • R

Languages

  • Chinese
  • English

Favorites and Collections

Favorites

Rcpi
Desktop
protr/ProtrWeb
Desktop
Web
ggsci
Desktop

Bioinformatics projects

Tools maintained

MSA-Enet

Desktop

MSA-Enet / Multi-Step Adaptive Elastic-net

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Reduce the false positives in high-dimensional variable selection while still maintaining the estimation accuracy. MSA-Enet was applied on a high-dimensional variable selection problem of motif…
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hdnom

Web
Desktop

hdnom

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Offers a freely available R package, a web application, and an online prediction tool maker. hdnom is an open-source software package which streamlined the workflow of high-dimensional Cox model…

ggsci

Desktop

ggsci

(0) 0 discussion(s)
Offers a set of 'ggplot2' color palettes. ggsci is inspired by plots in scientific journals, data visualization libraries, science fiction movies, and TV shows to provides visual figures.