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on 29-Apr-2022 (Fri)

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#DAG #causality #statistics
#DAG #causality #has-images #statistics
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Flashcard 7079354305804

Tags
#causality #statistics
Question
If two parents 𝑋 and 𝑌 share some child 𝑍 , but there is [...] connecting 𝑋 and 𝑌 , then 𝑋 → 𝑍 ← 𝑌 is known as an immorality
Answer
no edge

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If two parents 𝑋 and 𝑌 share some child 𝑍 , but there is no edge connecting 𝑋 and 𝑌 , then 𝑋 → 𝑍 ← 𝑌 is known as an immorality

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Flashcard 7079356140812

Tags
#causality #statistics
Question
The Bayesian network factorization is also known as the chain rule for Bayesian networks or Markov [...].
Answer
compatibility

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The Bayesian network factorization is also known as the chain rule for Bayesian networks or Markov compatibility.

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Flashcard 7079357975820

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#causality #statistics
Question
if there exists at least one path between 𝑋 and 𝑌 that is unblocked, then we say that 𝑋 and 𝑌 are [...].
Answer
d-connected

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if there exists at least one path between 𝑋 and 𝑌 that is unblocked, then we say that 𝑋 and 𝑌 are d-connected.

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#causality #has-images #statistics
in Figure 2.3. Because 𝑋 is a common cause of 𝑇 and 𝑌 , there is non-causal association between 𝑇 and 𝑌
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Flashcard 7079362694412

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#causality #statistics
Question
An estimand is the [...] that we want to estimate.
Answer
quantity

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An estimand is the quantity that we want to estimate.

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Flashcard 7079364791564

Tags
#causality #statistics
Question
The causal graph for interventional distributions is simply the same graph that was used for the observational joint distribution, but with all of the edges [...] the intervened node(s) removed.
Answer
to

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The causal graph for interventional distributions is simply the same graph that was used for the observational joint distribution, but with all of the edges to the intervened node(s) removed.

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