Secondary_appt Department-cs FW: Joint Biostatistics, CS, and S&DS Talk, Bin Yu, 4/1, “Three principles of data science: predictability, computability, and stability “, DL 220

Joint Biostatistics, CS, and S&DS

BIN YU, University of California, Berkeley

Date: Monday, April 01, 2019

Time: 4:00PM to 5:15PM

Dunham Lab. see map

10 Hillhouse Avenue, Rm. 220

New Haven, CT 06511


Title: Three principles of data science: predictability,
computability, and stability (PCS)

Information and Abstract:

In this talk, I’d like to discuss the intertwining importance and connections of three principles of data science in the title and the PCS workflow that is built on the three principles. The principles will be demonstrated in the context of two collaborative projects in neuroscience and genomics for interpretable data results and testable hypothesis generation. If time allows, I will present proposed PCS inference that includes perturbation intervals and PCS hypothesis testing. The PCS inference uses prediction screening and takes into account both data and model perturbations. Finally, a PCS
documentation is proposed based on Rmarkdown, iPython, or Jupyter Notebook, with publicly available, reproducible codes and narratives to back up human choices made throughout an analysis. The PCS workflow and documentation are demonstrated in a genomics case study available on Zenodo.

3:45 p.m. Pre-talk tea Dunham Lab, Suite 222, Breakroom 228

For more details and upcoming events visit our website at .

Charging Template for Meetings

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Advertising possibilities on your website


My name is Jessica, I work at the cyber security project

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Advertising possibilities on your website

Hi again,

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Please let me know if there are any advertising opportunities on your website.

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Advertising possibilities on your website


My name is Jessica, I’m a marketing manager of cybersecurity enthusiasts project

Currently we are looking for partners to spread the message on the importance of cybersecurity. We see as a great fit for this purpose and we would love to collaborate with you.

Our cybersecurity experts have prepared a few articles about cybersecurity threats, solutions, and most important questions. I would love to share one of those articles on your website.

I would like to know what are guest post/sponsored article possibilities or similar advertising options on

Looking forward to hearing from you,


My Notes Related to the NHGRI strategic planning meeting

MAIN event page–genomic-variation-identification-association-and-function-in-human-health-and-disease

TWEETS related to the event

Archived copy of the above in the labdropbox

Liked-Tweets-Related-NHGRI-strategic-planning-meeting–i0g2p18-genome2020-conf0mg in labdropbox


TAGGED links