Learning Bayesian Statistics

#79 Decision-Making & Cost Effectiveness Analysis for Health Economics, with Gianluca Baio

Mar 17, 2023
Ask episode
Chapters
Transcript
Episode notes
1
Introduction
00:00 • 2min
2
Bayou, I'm a Bayou!
01:58 • 2min
3
What's Your Origin Story? Jan Luca Bayou
03:40 • 2min
4
Bayesian Modeling in Healthcare
05:54 • 3min
5
How Did You Get Into Bayesian Modeling?
08:58 • 3min
6
How Common Are Bayesian Stats in Your Field?
11:36 • 2min
7
Bayesian Models Makes Total Sense
13:12 • 2min
8
Bayesian in Clinical Trials
15:38 • 2min
9
Is There a Pandemic in the UK?
17:46 • 2min
10
Are You Using Statistics to Reduce Uncertainty?
19:18 • 2min
11
Are You a Statistician?
21:23 • 4min
12
The Biggest Barriers in Bayesian Statistics
25:04 • 3min
13
The Advantages of Bayesian Modeling in Healthcare
27:40 • 5min
14
How Do You Decide Which Treatment Is Better?
32:41 • 4min
15
Is There a Problem With Eliciting Priors?
36:41 • 3min
16
How to Find Constraint Prior Functions and How to Validate a Predictive Plot
39:18 • 2min
17
A New Function in Pimes He Find Constraint Prior and How Does That Work?
41:16 • 5min
18
Using Hierarchical Models to Generate Predictive Samples
46:15 • 2min
19
The Model Population Model for Political Orientation of People
48:35 • 2min
20
Hierarchical Models
50:11 • 3min
21
Using Counterfactuals in the Bayesian Framework
52:47 • 4min
22
Is There a Future for Statisticians?
57:06 • 4min
23
I'd Like to Know the Biggest Question Before You Die
01:01:19 • 3min
24
If I Had Unlimited Time and Unlimited Resources Which Problem Would You Try to Solve?
01:04:10 • 2min
25
Earning Patient Statistics - Part 2 Episode 5
01:05:56 • 2min