Dana Pe'er's guest appearances

Dana Pe'er

Columbia University Bio Bytes

Harris Wang

Sam Sternberg

Andy Marks

Zack Abbott

Brent Stockwell

Alison Taylor

Vincent Racaniello

Alex Chavez

Adam Bass

Zach Abbott

Dana Pe

Xuebing Wu

Tuuli Lappalainen

Shawn Liu

Aaron Viny

OwlTail

In which Dana speaks with Vaibhav and Jason about the principles of single cell analysis and informatics challenges associated with it. Among other things, they discuss manifolds and data topology, Bayesian approaches and considerations in prior distribution selection in biology, matrix factorization and imputing missing cell states with graphical walks through phenotypic space, and the utility of diffusion components when  Principal Component Analysis is insufficient. Dana concludes with some advice for young people interested in Systems and Computational Biology.

<p>In which Dana speaks with Vaibhav and Jason about the principles of single cell analysis and informatics challenges associated with it. Among other things, they discuss manifolds and data topology, Bayesian approaches and considerations in prior distribution selection in biology, matrix factorization and imputing missing cell states with graphical walks through phenotypic space, and the utility of diffusion components when  Principal Component Analysis is insufficient. Dana concludes with some advice for young people interested in Systems and Computational Biology.</p>

Bio Bytes 16: The Power of Single Cell Data Analysis with Dana Pe'er