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:
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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
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S01 Episode 14 Part 2 with Mike McArdle: Virtual and Augmented Reality for Medical Training
S01 Episode 14 Part 1 with Mike McArdle: Virtual and Augmented Reality for the Life Sciences
Early Career Services in Statistics and Data Science - Wendy Martinez @Pod of Asclepius
S01 Ep13 with Stephanie Hicks: Data Science Education and the upcoming tracks at SDSS 2020
S01 Episode 12 with Paul Elbers: AmsterdamUMCdb, Europe’s first open ICU database
S01 Ep11 with Dave Hunter: Disease Network Modeling, Mixture Models, & Career Opportunities at SDSS 2020
S01 Ep10 with David Madigan and Demissie Alemayehu: Risks and Opportunities of AI in Clinical Drug Development
S01 Ep08 with Dana Al Sulaiman: Engineering Sensing Platforms for Biomarker Detection
S01 Ep08 with Mona Kanaan and Ada Keding: What is a Stepped-Wedge Trial?
S01 Ep07 with Shane Burns: Data Platforms to Monitor Animal Health
S01 Ep06 with Rob Scott: What are a Clinician’s Priorities for Data-Driven Medicine?
S01 Ep05 with Gajanan Bhat and Xinping Cui: Leveraging Data for Clinical Development & the OC Biostatistics Symposium
S01 Ep04 with Eric Stephens: Hospital Analytics & CSP 2020
S01 Ep03 with Nick de Pennington: Ufonia’s Automated Patient Phone Screening
S01 Ep02 with Niven Narain: Berg Health’s Data Platforms and Pharmaceutical Innovation
S01 Ep01 with Jeroen Bergmann and Daniel Mogefors: Needs-led Innovation at Oxford University
S01 Ep00 with Glen Wright Colopy: What’s ahead for Q1 of 2020?
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