Question

Recommendation for statistics book

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5.6 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

Statistics • 1.6k views

ADD COMMENT • link updated 4.0 years ago by lessismore ★ 1.3k • written 5.6 years ago by hothriananya ▴ 70

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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=

ADD REPLY • link 5.6 years ago by lshepard ▴ 470

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

ADD REPLY • link 5.6 years ago by GenoMax 141k

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

ADD REPLY • link 5.6 years ago by poisonAlien ★ 3.2k

score 1 · Answer 1 · 2018-09-21

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5.6 years ago

Jean-Karim Heriche 27k

Modern statistics for modern biology

ADD COMMENT • link 5.6 years ago by Jean-Karim Heriche 27k

score 0 · Answer 2 · 2020-04-27

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4.0 years ago

lessismore ★ 1.3k

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

ADD COMMENT • link 4.0 years ago by lessismore ★ 1.3k

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See my answer in this other post.

ADD REPLY • link 4.0 years ago by Jean-Karim Heriche 27k