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on 13-May-2025 (Tue)

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Flashcard 7701782203660

Tags
#causality #statistics
Question

The Positivity-Unconfoundedness Tradeoff

This is related to the curse of dimensionality. As each subgroup gets smaller, there is a higher and higher chance that either the whole subgroup will have treatment or the whole subgroup will have control. For example, once the size of any subgroup has decreased to one, [...] is guaranteed to not hold.



Answer
positivity

statusnot learnedmeasured difficulty37% [default]last interval [days]               
repetition number in this series0memorised on               scheduled repetition               
scheduled repetition interval               last repetition or drill

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there is a higher and higher chance that either the whole subgroup will have treatment or the whole subgroup will have control. For example, once the size of any subgroup has decreased to one, <span>positivity is guaranteed to not hold. <span>

Original toplevel document (pdf)

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Flashcard 7701784038668

Tags
#deep-learning #keras #lstm #python #sequence
Question
For example, red is 1, green is 2, and blue is 3. This is called label encoding or an [...] encoding and is easily reversible
Answer
integer

statusnot learnedmeasured difficulty37% [default]last interval [days]               
repetition number in this series0memorised on               scheduled repetition               
scheduled repetition interval               last repetition or drill

Parent (intermediate) annotation

Open it
For example, red is 1, green is 2, and blue is 3. This is called label encoding or an integer encoding and is easily reversible

Original toplevel document (pdf)

cannot see any pdfs