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All Episodes

Casual Inference — 68 episodes

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Title
1

Optimizing Data Workflows with Emily Riederer | Season 6 Episode 8

2

Combining Data & Making Effects Generalizable with Carly Brantner | Season 6 Episode 7

3

The Art of Clarity with Andrew Heiss | Season 6 Episode 6

4

Study Critique: What Went Wrong and How We'd Do It Differently | Season 6 Episode 5

5

From Model to Meaning with Vincent Arel-Bundock | Season 6 Episode 4

6

Propensity Scores, R Packages, and Practical Advice with Noah Greifer | Season 6 Episode 3

7

Causal Assumptions and Large Language Models | Season 6 Episode 2

8

Data Integration for Impact with Len Testa | Season 6 Episode 1

9

Starting the Conversation on Models with Alyssa Bilinski | Season 5 Episode 11

10

Flexible methods with Edward Kennedy | Season 5 Episode 10

11

What Sports and Feminism can tell us about Causal Inference with Sheree Bekker & Stephen Mumford | Season 5 Episode 9

12

Observational Causal Analyses with Erick Scott | Season 5 Episode 8

13

Friends Let Friends Do Mediation Analysis with Nima Hejazi | Season 5 Episode 7

14

Fun and Game(s) Theory with Aaditya Ramdas | Season 5 Episode 6

15

Cookies, Causal Inference, and Careers with Ingrid Giesinger #Epicookiechallenge | Season 5 Episode 5

16

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

17

Immortal Time Bias | Season 5 Episode 3

18

Targeted Learning with Mar van der Laan | Season 5 Episode 2

19

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

20

Remembering Ralph B. D'Agostino, Sr.

21

Evidence Science with Cat Hicks | Season 4 Episode 11

22

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

23

Thinking about Targeted Learning | Season 4 Episode 9

24

Prevention Strategies via the #Epicookiechallenge | Season 4 Episode 8

25

Sensitivity Analyses for Unmeasured Confounders | Season 4 Episode 7

26

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

27

The Value of Instrumental Variables with Maria Glymour | Season 4 Episode 5

28

Methods chat about personalized medicine and positivity in causal inference | Season 4 Episode 4

29

Hot takes and logistic regression love with Travis Gerke | Season 4 Episode 3

30

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

31

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

32

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

33

It Depends with Sander Greenland | Season 3 Episode 12

34

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

35

The Intersection of Machine Learning and Causal Inference with Maggie Makar | Season 3 Episode 10

36

Artificial Intelligence, Personalized Medicine, and Causal Bounds with Judea Pearl | Season 3 Episode 9

37

The history of John Snow, Cholera, and Cookies with Chris Schaich | Season 3 Episode 8

38

Asking questions that matter, getting answers that help | Season 3 Episode 7

39

A Casual Look at Causal Inference History | Season 3 Episode 6

40

Hanging out in the data science trough of disillusionment with Hilary Parker | Season 3 Episode 5

41

Metascience with Noah Haber | Season 3 Episode 4

42

Solving Optimization Problems in Healthcare and Disney Theme Parks with Len Testa | Season 3 Episode 3

43

Causal Inference and Network Science for Public Health with Ashley Buchanan | Season 3 Episode 2

44

Coronavirus Rapid Tests Sensitivity, Specificity, Messaging, and Use Cases | Season 3 Episode 1

45

Our Michael Jordan Episode | Season 2 Episode 5

46

Health Policy with Julia Raifman | Season 2 Episode 4

47

Celebrating 100 years with a look forwards and back with the D'Agostinos | Season 2 Episode 3

48

The Most Ambitious Crossover | Season 2 Episode 2

49

Happy Anniversary to Us! | Season 2 Episode 1

50

Why Everyone is Excited About Causal Inference These Days with Roger Peng | Episode 18

51

Thinking About Schools Reopening From a Causal Perspective with Emily Oster | Episode 17

52

An Ode to Generalized Linear Models | Episode 16

53

Methodological Advances in Causal Inference with Betsy Ogburn | Episode 15

54

Casual Inference Live from SER | Episode 14

55

Community Engagement, Health Disparities, and Measure Development with Melody Goodman | Episode 13

56

COVID-19, Masks, and Designing Observational Studies | Episode 12

57

Getting Bayesian with Frank Harrell | Episode 11

58

Coronavirus Conversations 2 | Episode 10

59

Coronavirus Conversations | Episode 09

60

Causal inference for data science with Sean Taylor | Episode 08

61

Asking harder causal questions with Whitney Robinson | Episode 07

62

Internal and External Validity with Elizabeth Stuart | Episode 06

63

Science Communication with Gideon Meyerowitz-Katz | Episode 05

64

Quantitative Bias Analysis with Matt Fox | Episode 04

65

Fairness in Machine Learning with Sherri Rose | Episode 03

66

Socializing about Social Epidemiology with Onyebuchi Arah | Episode 02

67

Talking Target Trials with Miguel Hernan | Episode 01

68

Keeping it casual: the pilot | Episode 00