Question

Controlling confounders in a causal diagram. Isn't the backdoor criterion sufficient?

score 361 · Answer 1 · 2026-03-22 02:54:08

361

Views

Controlling confounders in a causal diagram. Isn't the backdoor criterion sufficient?

Published on 22 Mar 2026 - 2:54

score 126 · Answer 2 · 2026-03-22 19:46:13

126

Views

Combining P-Values from multiple trials of the same experiment

Published on 22 Mar 2026 - 19:46

score 1k · Answer 3 · 2026-03-22 11:21:55

1k

Views

Causal Inference A Primer Study Question

Published on 22 Mar 2026 - 11:21

score 822 · Answer 4 · 2026-03-23 01:09:37

822

Views

Responses to the study questions from Causal Inference in Statistics (by Judea Pearl).

Published on 23 Mar 2026 - 1:09

score 21 · Answer 5 · 2026-03-19 19:59:25

21

Views

Why is causal influence between concepts in Fuzzy Cognitive maps represented by membership functions?

Published on 19 Mar 2026 - 19:59

score 197 · Answer 6 · 2026-03-22 03:36:33

197

Views

Prove d-separation path is blocked as long as NOT conditioning on the collider

Published on 22 Mar 2026 - 3:36

score 58 · Answer 7 · 2026-03-22 18:19:30

58

Views

For a structured causal model, if two RVs are conditionally independent on X, are they also independent when only one of them is conditioned on X?

Published on 22 Mar 2026 - 18:19

score 121 · Answer 8 · 2026-03-22 10:49:48

121

Views

conditioning on the source or target variables in d-separation?

Published on 22 Mar 2026 - 10:49

score 62 · Answer 9 · 2026-03-23 01:10:17

62

Views

Conditional Independence Relations for $X_1\leftarrow X\rightarrow X_2$

Published on 23 Mar 2026 - 1:10

score 685 · Answer 10 · 2026-03-22 11:45:37

685

Views

On the Derivation of Judea Pearl's Front-Door Adjustment Formula in The Book of Why

Published on 22 Mar 2026 - 11:45

score 244 · Answer 11 · 2026-03-22 07:11:42

244

Views

How to prove d-separation implies conditional independence?

Published on 22 Mar 2026 - 7:11

score 61 · Answer 12 · 2026-03-22 15:47:22

61

Views

Interventional query without adjustment set

Published on 22 Mar 2026 - 15:47

score 47 · Answer 13 · 2026-03-22 06:01:06

47

Views

Block Diagram - $x(t)$ and $y(t)$, but $y(t)$ does not exist, only $y'(t)$

Published on 22 Mar 2026 - 6:01

score 365 · Answer 14 · 2026-03-22 19:18:50

365

Views

Exact solution to Dirac delta perturbation for particle in a box

Published on 22 Mar 2026 - 19:18

score 25 · Answer 15 · 2026-03-22 05:31:26

25

Views

In a Bayesian network, does the removal of an edge ever remove existing conditional independences?

Published on 22 Mar 2026 - 5:31

List Question

Controlling confounders in a causal diagram. Isn't the backdoor criterion sufficient?

Combining P-Values from multiple trials of the same experiment

Causal Inference A Primer Study Question

Responses to the study questions from Causal Inference in Statistics (by Judea Pearl).

Why is causal influence between concepts in Fuzzy Cognitive maps represented by membership functions?

Prove d-separation path is blocked as long as NOT conditioning on the collider

For a structured causal model, if two RVs are conditionally independent on X, are they also independent when only one of them is conditioned on X?

conditioning on the source or target variables in d-separation?

Conditional Independence Relations for $X_1\leftarrow X\rightarrow X_2$

On the Derivation of Judea Pearl's Front-Door Adjustment Formula in The Book of Why

How to prove d-separation implies conditional independence?

Interventional query without adjustment set

Block Diagram - $x(t)$ and $y(t)$, but $y(t)$ does not exist, only $y'(t)$

Exact solution to Dirac delta perturbation for particle in a box

In a Bayesian network, does the removal of an edge ever remove existing conditional independences?

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