The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
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The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
Philosophy of Data Science | Deborah Mayo | Revolutions, Reforms, and Severe Testing in Statistical Thinking
Data & Science with Glen Wright Colopy
53 minutes 57 seconds
3 years ago
Philosophy of Data Science | Deborah Mayo | Revolutions, Reforms, and Severe Testing in Statistical Thinking
Philosophy of Data Science Series Keynote with Deborah MayoEpisode 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/S4VAEShM3BUPodbean:
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Topics:
0:00 - Preface to First Keynote Interview2:00 - 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 statistics20:10 - Statistical reforms24:25 - Replication & hypothesis pre-specification31:00 - Failure is severe testing37:25 - Error statistics48:00 - Scientific progress and closing remarks
Data & Science with Glen Wright Colopy
The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
