#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry
DEC 30, 202584 MIN
#148 Adaptive Trials, Bayesian Thinking, and Learning from Data, with Scott Berry
DEC 30, 202584 MIN
Description
<p>• Support & <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.patreon.com/c/learnbayesstats">get perks</a>!</p><p>• Proudly sponsored by PyMC Labs. <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.pymc-labs.com/">Get in touch</a> and tell them you come from LBS!</p><p>• <a target="_blank" rel="noopener noreferrer nofollow" href="https://topmate.io/alex_andorra/503302">Intro to Bayes</a> and <a target="_blank" rel="noopener noreferrer nofollow" href="https://topmate.io/alex_andorra/1011122">Advanced Regression</a> courses (first 2 lessons free)</p><p></p><p>Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out <a target="_blank" rel="noopener noreferrer nofollow" href="https://bababrinkman.com/">his awesome work </a>!</p><p></p><p><b>Chapters</b>:</p><p>13:16 Understanding Adaptive and Platform Trials</p><p>25:25 Real-World Applications and Innovations in Trials</p><p>34:11 Challenges in Implementing Bayesian Adaptive Trials</p><p>42:09 The Birth of a Simulation Tool</p><p>44:10 The Importance of Simulated Data</p><p>48:36 Lessons from High-Stakes Trials</p><p>52:53 Navigating Adaptive Trial Designs</p><p>56:55 Communicating Complexity to Stakeholders</p><p>01:02:29 The Future of Clinical Trials</p><p>01:10:24 Skills for the Next Generation of Statisticians</p><p></p><p>Thank you to <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.patreon.com/c/learnbayesstats">my Patrons</a> for making this episode possible!</p><p></p><p>Yusuke Saito, Avi Bryant, Giuliano Cruz, Tradd Salvo, William Benton, James Ahloy, Robin Taylor,, Chad Scherrer, Zwelithini Tunyiswa, Bertrand Wilden, James Thompson, Stephen Oates, Gian Luca Di Tanna, Jack Wells, Matthew Maldonado, Ian Costley, Ally Salim, Larry Gill, Ian Moran, Paul Oreto, Colin Caprani, Colin Carroll, Nathaniel Burbank, Michael Osthege, Rémi Louf, Clive Edelsten, Henri Wallen, Hugo Botha, Vinh Nguyen, Marcin Elantkowski, Adam C. Smith, Will Kurt, Andrew Moskowitz, Hector Munoz, Marco Gorelli, Simon Kessell, Bradley Rode, Patrick Kelley, Rick Anderson, Casper de Bruin, Michael Hankin, Cameron Smith, Tomáš Frýda, Ryan Wesslen, Andreas Netti, Riley King, Yoshiyuki Hamajima, Sven De Maeyer, Michael DeCrescenzo, Fergal M, Mason Yahr, Naoya Kanai, Aubrey Clayton, Omri Har Shemesh, Scott Anthony Robson, Robert Yolken, Or Duek, Pavel Dusek, Paul Cox, Andreas Kröpelin, Raphaël R, Nicolas Rode, Gabriel Stechschulte, Arkady, Kurt TeKolste, Marcus Nölke, Maggi Mackintosh, Grant Pezzolesi, Joshua Meehl, Javier Sabio, Kristian Higgins, Matt Rosinski, Luis Fonseca, Dante Gates, Matt Niccolls, Maksim Kuznecov, Michael Thomas, Luke Gorrie, Cory Kiser, Julio, Edvin Saveljev, Frederick Ayala, Jeffrey Powell, Gal Kampel, Adan Romero, Blake Walters, Jonathan Morgan, Francesco Madrisotti, Ivy Huang, Gary Clarke, Robert Flannery, Rasmus Hindström, Stefan, Corey Abshire, Mike Loncaric, Ronald Legere, Sergio Dolia, Michael Cao, Yiğit Aşık, Suyog Chandramouli, Guillaume Berthon, Avenicio Baca, Spencer Boucher, Krzysztof Lechowski, Danimal, Jácint Juhász, Sander and Philippe.</p><p></p><p><b>Links from the show</b>:</p><ul><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.berryconsultants.com/">Berry Consultants</a></li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.berryconsultants.com/podcast">Scott's podcast</a></li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://learnbayesstats.com/episode/45-biostats-clinical-trial-design-frank-harrell">LBS #45</a> Biostats & Clinical Trial Design, with Frank Harrell</li></ul>