Philosophy of Data Science Series
Keynote with Deborah Mayo
Episode 1: Revolutions, Reforms, and Severe Testing in Statistical Thinking
In the first keynote of the Philosophy of Data Science Series we have a 2-part interview with Deborah Mayo (Virginia Tech).
In the first part of our keynote with Deborah Mayo we cover...
- The role of scientific revolution and its implications for statistics and data scientist.
- The necessity of statistical reforms and why philosophy will play a role.
- The value of severe testing of scientific claims.
Watch it on...
YouTube: https://youtu.be/S4VAEShM3BU
Podbean:
You can join our mail list at: https://www.podofasclepius.com/mail-list
We're always happy to hear your feedback and ideas - just post it in the YouTube comment section to start a conversation.
Thank you for your time and support of the series!
Topics:
0:00 - Preface to First Keynote Interview
2:00 - Welcome Deborah Mayo!
5:05 - What is the Philosophy of Statistics?
8:15 - What does philosophy add to data science?
16:10 - Scientific revolution in statistics
20:10 - Statistical reforms
24:25 - Replication & hypothesis pre-specification
31:00 - Failure is severe testing
37:25 - Error statistics
48:00 - Scientific progress and closing remarks
S00 Ep04 Pt 2 with Allison Meisner: Technical Deep-dive Into Optimizing Bespoke Clinical Models
S00 Ep04 Pt 1 with Allison Meisner: Winning the ASA Student Paper Competition and Research Overview
S00 Ep03 Pt03 with Martin Ho and Greg Maislin: The MDD Idea Exchange and Bayesian p-values
S00 Ep03 Pt2 with Martin Ho and Greg Maislin: Bayesian Methods and Digital Health Initiatives
S00 Ep03 with Martin Ho and Greg Maislin Pt 1: MDD Section Activities
S00 Ep02 with Emma Hughes: An Introduction to the IET Innovation Management Technical Network and Innovation in the NHS
S00 Ep01 Pt2: A Nifty Statistical Approach to Vital-Sign Artefact Detection
S00 Ep01 Pt 1: Gaussian Processes for Identifying the Deteriorating Patient
S00 Ep00 with Glen Wright Colopy: Welcome and hello!
Create your
podcast in
minutes
It is Free
DNA Today: A Genetics Podcast
The Psychic Elephant Radio Podcast
Museum of the Missing
Sasquatch Chronicles
Hidden Brain