Instructional Videos
These videos show you how to use our tools and offer a deeper insight into causal discovery.
A Week Long Course on Causal Modeling and Discovery
CCD Summer Short Course 2016: Day 1, AM Session
Gives an overview of the goals for the course and a basic working knowledge of graphical causal models.
Explains modeling ideal interventions and their importance.
Explains interventions and causal graphs and how pre-intervention graphs will look in the post-intervention graph.
Using continuous variables and linear functions, this video explains structural equation models.
CCD Summer Short Course 2016: Day 1, PM Session
Explains the roadmap for the afternoon part of the course and the way in which you can specify models.
Looks at how to estimate the parameters of a model and how to do inference on those given models.
Explains how to load in real data, how to specify an hypothesis, and how to test the hypothesis.
CCD Summer Short Course 2016: Day 2
Gives an overview of the material to be covered this morning and how to use bridge principles (Markov Axiom and D-separation).
Looks at model equivalence and explains the difference between Pattern and PAG representations.
Explains the theory of search and examines d-separation.
CCD Summer Short Course 2016: Day 3
Gives an overview of the third day and in-depth look at what happens in a search for Patterns.
Contrasts multiple regression vs model search.
Discusses a variety of additional issues in causal modeling and discovery.
A 30-Minute Tutorial on Causal Modeling and Discovery
A Brief Introduction to Causal Network Discovery from Biomedical & Clinical Data
Overview of what Causal Discovery is, the purpose of causal discovery algorithms, an introduction to methods for discovering causal networks, and the available resources for discovering causal networks.
A 2-Hour Workshop on Causal Modeling and Discovery
Applying Computational Causal Discovery in Biomedicine
Other Tetrad Instructional Videos
Dataloader
How to use the dataloader in Tetrad.
Adding, Removing, and Reordering Data
How to use the different functions for your loaded data in Tetrad.
Transforming Data
How to transform your data into something more useful in Tetrad.