Introduction to
Causal Discovery
EuroCIM 2024
April 16, 2024
Course plan
| Topic | Exercises |
|---|---|
| Human Generated DAGs | |
| Introduction to PC and CPDAGs | 🧑💻 |
| Introduction to TPC and TPDAGs | 👩🏼💻 |
| Human generated ADMG | 👩🏿💻 |
| Introduction to PAGs + FCI + TFCI | 👨🏾💻 |
| Final remarks + perspectives |
National Longitudinal Survey of Youth
American youth born 1980-84; Respondents aged 12-17 when first interviewed. Subset with data from 1997, 2002 and 2008 (N=6315).
| Variable name | Tier | Type | Description |
|---|---|---|---|
| r1_hhchildren | R1 | Numeric | Number of household members younger than 18 |
| r1_urban | R1 | Binary | Urban status (Urban / Non-urban) |
| r1_mcollege | R1 | Binary | Did biological mother attend college? (Yes / No) |
| r6_exercise | R6 | Numeric | Days with 30+ minutes exercise /week |
| r6_depressed | R6 | Binary | Having felt depressed during the last month (Sometimes / No) |
| r6_docvisits | R6 | Numeric | Number of doctor’s visits during the last year |
| r12_health | R12 | Binary | Perception of own health (Good / Poor) |
| r12_depressed | R12 | Binary | Having felt depressed during the last month (Sometimes / No) |
| r12_docvisits | R12 | Numeric | Number of doctor’s visits during the last year |
Homework
