Recommendation for statistics book

Question

[hothriananya]

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

Thank you, Hothri

[lshepard]

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=

[GenoMax]

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

[poisonAlien]

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

Answer 1

[Jean-Karim Heriche]

Modern statistics for modern biology

Answer 2

[lessismore]

Hi, anybody has feedback on this one? https://compgenomr.github.io/book/

[Jean-Karim Heriche]

See my answer in this other post.