최고 Inference 팟캐스트 (2024)

1
Fun and Game(s) Theory with Aaditya Ramdas | Season 5 Episode 6 48:23

7d ago48:23

48:23

Aaditya Ramdas is an assistant professor at Carnegie Mellon University, in the Departments of Statistics and Machine Learning. His research interests include game-theoretic statistics and sequential anytime-valid inference, multiple testing and post-selection inference, and uncertainty quantification for machine learning (conformal prediction, cali…

1
Cookies, Causal Inference, and Careers with Ingrid Giesinger #Epicookiechallenge | Season 5 Episode 5 46:49

21d ago46:49

46:49

Ingrid is a doctoral student in Epidemiology at the Dalla Lana School of Public Health at the University of Toronto. Winning cookie recipe Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDadeEdited by Cameron Bopp…

1
Analyzing the Analysts: Reproducibility with Nick Huntington-Klein | Season 5 Episode 4 45:44

1M ago45:44

45:44

Nick Huntington-Klein is an Assistant Professor, Department of Economics, Albers School of Business and Economics, Seattle University. His research focus is econometrics, causal inference, and higher education policy. He’s also the author of an introductory causal inference textbook called The Effect and the creator of a number of Stata packages fo…

1
Immortal Time Bias | Season 5 Episode 3 34:37

2M ago34:37

34:37

Lucy and Ellie chat about immortal time bias, discussing a new paper Ellie co-authored on clone-censor-weights. The Clone-Censor-Weight Method in Pharmacoepidemiologic Research: Foundations and Methodological Implementation: https://link.springer.com/article/10.1007/s40471-024-00346-2 Immortal time in pregnancy: https://pubmed.ncbi.nlm.nih.gov/3680…

1
Targeted Learning with Mar van der Laan | Season 5 Episode 2 51:21

2M ago51:21

51:21

Mark van der Laan is a professor of statistics at the University of California, Berkeley. His research focuses on developing statistical methods to estimate causal and non-causal parameters of interest, based on potentially complex and high dimensional data from randomized clinical trials or observational longitudinal studies, or from cross-section…

1
Pros and Cons of Randomized Controlled Trials | Season 5 Episode 1 17:55

3M ago17:55

17:55

Ellie and Lucy kick off the season and introduce our new executive buzzer, Melita! Melita is a masters student in statistics at Wake Forest University and will be helping out with the podcast (and keeping Lucy and Ellie from using too much jargon!) Pros & Cons of RCT paper: Fernainy, P., Cohen, A.A., Murray, E. et al. Rethinking the pros and cons o…

1
Remembering Ralph B. D'Agostino, Sr. 49:37

7M ago49:37

49:37

We are re-releasing an episode from 2021 in remembrance of Ralph D'Agostino, Sr. Ellie Murray and Lucy D’Agostino McGowan chat with Ralph D’Agostino Sr. and Ralph D’Agostino Jr. about their careers in statistics, looking back at how things have developed and forward at where they see the world of statistics and epidemiology going. Ralph D’Agostino …

1
Evidence Science with Cat Hicks | Season 4 Episode 11 49:41

10M ago49:41

49:41

Ellie and Lucy chat with Dr. Cat Hicks, VP of Research Insights and Director of Developer Success Lab at Pluralsight Flow, about evidence science. Follow along on Twitter: Cat: @grimalkina The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiri…

1
M-Bias: Much Ado About Nothing? | Season 4 Episode 10 38:55

1y ago38:55

38:55

Lucy D'Agostino McGowan and Ellie Murray chat about a "Causal Quartet" and spend some extra time on M-Bias! Lucy, Travis, & Malcom's Causal Quartet Paper Lucy's quartets R package Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Qu…

1
Thinking about Targeted Learning | Season 4 Episode 9 46:02

1y ago46:02

46:02

Lucy D'Agostino McGowan and Ellie Murray chat about ENAR 2023 and Targeted Learning! Targeted Learning in R Handbook Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com…

1
Prevention Strategies via the #Epicookiechallenge | Season 4 Episode 8 38:12

1y ago38:12

38:12

Lucy D'Agostino McGowan and Ellie Murray chat with #EpiCookieChallenge winner, Viktoria Gastens! Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Viktoria: @VikiGastens Viktoria's Lab: @PopHealthLabCH Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com…

1
Sensitivity Analyses for Unmeasured Confounders | Season 4 Episode 7 38:46

1y ago38:46

38:46

Lucy D'Agostino McGowan and Ellie Murray chat about confounding! ✍️ Lucy's new paper: Sensitivity Analyses for Unmeasured Confounders Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com…

1
Randomized Controlled Trials: Efficacy versus Effectiveness, Safety vs Safetiness | Season 4 Episode 6 1:07:25

1y ago1:07:25

1:07:25

Lucy D'Agostino McGowan and Ellie Murray chat about randomized controlled trials, thinking about efficacy vs effectiveness and saftey vs safetiness. ✍️ Frank Harrell's blog post "Randomized Clinical Trials Do Not Mimic Clinical Practice, Thank Goodness" Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @L…

1
S2 E9: Niko Vuokko, CTO of Silo AI: AI in 2023 and beyond 1:04:25

1y ago1:04:25

1:04:25

S2 E9: Niko Vuokko, CTO of Silo AI, talks about the current and upcoming trends in AI. Niko Vuokko is the CTO of Silo AI, leading Silo AI’s technology strategy and IP. Niko is an experienced technology leader of multiple successful enterprises, such as Eniram, Sharper Shape and Metrify, as well as an International Mathematical Olympiad competitor a…

1
The Value of Instrumental Variables with Maria Glymour | Season 4 Episode 5 1:00:22

1+ y ago1:00:22

1:00:22

Lucy D'Agostino McGowan and Ellie Murray chat with Maria Glymour, Professor of Epidemiology & Biostatstics at UCSF and incoming chair of the Department of Epidemiology at Boston University. Maria successfully convinces Ellie and Lucy that instrumental variables can be very useful in epidemiology. Follow up: ✍️ Andrew Heiss's blog post on marginal a…

1
S2 E08: Sabrina Maniscalco, Algorithmiq: Quantum computing and AI 23:41

1+ y ago23:41

23:41

Sabrina Maniscalco, a Professor and the CEO of Algorithmiq, talks about the quantum computing and AI. S2 E8: Sabrina Maniscalco is a quantum information and logic professor at the University of Helsinki. She is also the co-founder and CEO of Algorithmiq - a pioneering startup developing real world impact challenges through quantum computing algorit…

1
Methods chat about personalized medicine and positivity in causal inference | Season 4 Episode 4 51:43

1+ y ago51:43

51:43

Lucy D'Agostino McGowan and Ellie Murray chat about critiquing methods research, average treatment effects, and positivity violations! Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade저자 Lucy D'Agostino McGowan and Ellie Murray

1
Hot takes and logistic regression love with Travis Gerke | Season 4 Episode 3 54:20

1+ y ago54:20

54:20

Lucy D'Agostino McGowan and Ellie Murray chat with Travis Gerke, Director of Data Science at The Prostate Cancer Clinical Trials Consortium (PCCTC). This episode has lots of hot takes and lots of love for logistic regression! Follow along on Twitter: Travis Gerke: @travisgerke The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @Lu…

1
Counterfactual Thinking: Biomarkers, Napster, and Ice-T | Season 4 Episode 2 57:49

1+ y ago57:49

57:49

Lucy D'Agostino McGowan and Ellie Murray chat about counterfactuals! Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com저자 Lucy D'Agostino McGowan and Ellie Murray

1
Population and Biomedical Data Science with Enrique Schisterman | Season 4 Episode 1 54:51

1+ y ago54:51

54:51

In this episode Ellie Murray and Lucy D'Agostino McGowan chat with Enrique Schisterman, Perelman Professor and Chair of the Department of Biostatistics, Epidemiology, and Informatics at the University of Pennsylvania, about the future of epidemiology. Follow along on Twitter: Enrique: @eschisterman1 The American Journal of Epidemiology: @AmJEpi Ell…

1
S2 E07: Lina Weichbrodt: AI Post Mortem 18:23

1+ y ago18:23

18:23

In this episode, Lina Weichbrodt discusses AI Post Mortems and shares her favorite stories regarding machine learning damage control. Lina Weichbrodt is an experienced ML engineer. Having built her career at Zalando and Deutsche Kreditbank, she has developed a specialty for debugging and understanding performance risks of large-scale, deployed syst…

1
S2 E06: Michael Munn, Google: Advanced Solutions Lab 16:52

1+ y ago16:52

16:52

Meet Michael Munn from Google, discussing the Advanced Solutions Lab. In the latest episode of Inference, Ville Hulkko of Silo AI sits down with engineering specialist of ML design pattern and explainable AI, Michael Munn. Michael walks us through the operations behind Google’s Advanced Solutions Lab. Catch Michael’s insights on the future of organ…

1
S2 E05: Errol Koolmeister, The AI Framework: AI strategic advisory 31:13

2y ago31:13

31:13

S2 E5: Errol Koolmeister, CEO of The AI Framework, talks about the role of strategic AI advisory. Errol is one of the most well-known figures in the Nordic AI scene. Known for his work as the AI lead at H&M, Vodafone, and Nordea, Errol has developed his expertise in pioneering practical large-scale AI implementations. Recently, Errol has “gone rogu…

1
S2 E4: Douglas Castro, NeuralDSP: AI changing an industry 56:05

2y ago56:05

56:05

Douglas Castro, NeuralDSP: AI transforming an industry. In S2 E4 of Inference we deep dive into audio processing as NeuralDSP’s CEO Douglas Castro discusses how Machine Learning has transformed an entire industry’s approach to technology. NeuralDSP is the market leader in professional grade audio processing. Their guitar- and bass amplification mod…

1
S2 E3: Prof. Timo Vuori, Aalto University: AI as a manager 33:42

2y ago33:42

33:42

Timo is a professor at Aalto University ’s Department of Industrial Engineering and Management. Timo is also the co-author of Platform Strategy: a recent book discussing business transformations enabled by AI and platform business models. With Timo, we discuss about the implications that AI will have in management, peopleops, talent matching and le…

1
S2 E2: Lina Weichbrodt, DKB: AI diagnostics, usability and post mortems 19:37

2y ago19:37

19:37

S2 E2: Lina Weichbrodt of Deutsche Kreditbank discusses AI diagnostics, usability and post mortems. Lina Weichbrodt is the Machine Learning Lead Engineer at Deutsche Kreditbank, formerly at Zalando. She has pioneered Machine Learning -focused quality management, debugging and post mortem practices throughout her career and shares her insights regar…

1
What is the value of a p-value with Charlie Poole and Chuck Scales | Season 3 Episode 13 1:16:11

2y ago1:16:11

1:16:11

In this episode we play the audio from a recent panel discussion co-sponsored by UNC TraCS, Duke University and Wake Forest U CTSA Biostatistics, Epidemiology and Research Design (BERD) Cores. The panelists were Charles Poole (Associate Professor of Epidemiology, UNC) Lucy D'Agostino McGowan, and Charles Scales (Associate Professor of Surgery, Duke…

1
It Depends with Sander Greenland | Season 3 Episode 12 1:27:55

2y ago1:27:55

1:27:55

In this episode Lucy D'Agostino McGowan and Ellie Murray chat with Sander Greenland, Emeritus Professor of Epidemiology and Statistics at UCLA. Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats 🎶 Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com…

1
S2 E1: Daniel Wroblewski, EQT: Motherbrain 23:56

2y ago23:56

23:56

NEW SEASON: Episode 1 - Motherbrain, Daniel Wroblewski, EQT Profile photo colorized by a Generative Adverserial Network. EQT is one of the leading private capital powerhouses in Europe, investing heavily in AI and other cutting-edge technologies. To elevate their investment ops, EQT created the “Motherbrain” data & AI platform. Daniel Wroblewski, E…

1
The Intersection of Industrial Engineering and Causal Inference with Toyya Pujol | Season 3 Episode 11 1:04:35

2y ago1:04:35

1:04:35

In this episode Lucy D'Agostino McGowan and Ellie Murray chat with Toyya Pujol, Operations Researcher at RAND Corporation. Follow along on Twitter: Toyya: @toyyapujol The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats저자 Lucy D'Agostino McGowan and Ellie Murray

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Inference 팟 캐스트

들어볼 가치가 있는 팟캐스트

1
Casual Inference

Lucy D'Agostino McGowan and Ellie Murray

1
InferenceSwap Radio

OneChurch NWI

1
Inference: AI business podcast by Silo AI

Ville Hulkko

1
Fun and Game(s) Theory with Aaditya Ramdas | Season 5 Episode 6 48:23

1
Cookies, Causal Inference, and Careers with Ingrid Giesinger #Epicookiechallenge | Season 5 Episode 5 46:49

1
Analyzing the Analysts: Reproducibility with Nick Huntington-Klein | Season 5 Episode 4 45:44

1
Immortal Time Bias | Season 5 Episode 3 34:37

1
Targeted Learning with Mar van der Laan | Season 5 Episode 2 51:21

1
Pros and Cons of Randomized Controlled Trials | Season 5 Episode 1 17:55

1
Remembering Ralph B. D'Agostino, Sr. 49:37

1
Evidence Science with Cat Hicks | Season 4 Episode 11 49:41

1
M-Bias: Much Ado About Nothing? | Season 4 Episode 10 38:55

1
Thinking about Targeted Learning | Season 4 Episode 9 46:02

1
Prevention Strategies via the #Epicookiechallenge | Season 4 Episode 8 38:12

1
Sensitivity Analyses for Unmeasured Confounders | Season 4 Episode 7 38:46

1
Randomized Controlled Trials: Efficacy versus Effectiveness, Safety vs Safetiness | Season 4 Episode 6 1:07:25

1
S2 E9: Niko Vuokko, CTO of Silo AI: AI in 2023 and beyond 1:04:25

1
The Value of Instrumental Variables with Maria Glymour | Season 4 Episode 5 1:00:22

1
S2 E08: Sabrina Maniscalco, Algorithmiq: Quantum computing and AI 23:41

1
Methods chat about personalized medicine and positivity in causal inference | Season 4 Episode 4 51:43

1
Hot takes and logistic regression love with Travis Gerke | Season 4 Episode 3 54:20

1
Counterfactual Thinking: Biomarkers, Napster, and Ice-T | Season 4 Episode 2 57:49

1
Population and Biomedical Data Science with Enrique Schisterman | Season 4 Episode 1 54:51

1
S2 E07: Lina Weichbrodt: AI Post Mortem 18:23

1
S2 E06: Michael Munn, Google: Advanced Solutions Lab 16:52

1
S2 E05: Errol Koolmeister, The AI Framework: AI strategic advisory 31:13

1
S2 E4: Douglas Castro, NeuralDSP: AI changing an industry 56:05

1
S2 E3: Prof. Timo Vuori, Aalto University: AI as a manager 33:42

1
S2 E2: Lina Weichbrodt, DKB: AI diagnostics, usability and post mortems 19:37

1
What is the value of a p-value with Charlie Poole and Chuck Scales | Season 3 Episode 13 1:16:11

1
It Depends with Sander Greenland | Season 3 Episode 12 1:27:55

1
S2 E1: Daniel Wroblewski, EQT: Motherbrain 23:56

1
The Intersection of Industrial Engineering and Causal Inference with Toyya Pujol | Season 3 Episode 11 1:04:35

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