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5.0 years ago

hothriananya
▴
70

Hi, Could anyone suggest a good statistics book for non statistician to understand clustering, PCA plots and tsne plots.

Thank you, Hothri

Hmm may not covers all of your interested areas but the book below is very useful to general statistical concepts in bioinformatics. Worth taking a look (where most of it is shown in R):

https://www.amazon.com/Data-Analysis-Life-Sciences-R-ebook-dp-B01N6Y3IVP/dp/B01N6Y3IVP/ref=mt_kindle?_encoding=UTF8&me=&qid=

@Kevin's tutorial: PCA in a RNA seq analysis

If I have to explain technicalities of PCA to a biologist, this is where I would start.