We get the average treatment effect (ATE) 4 by taking an average over the [...]s: 𝜏 , 𝔼[𝑌 𝑖 (1) − 𝑌 𝑖 (0)] = 𝔼[𝑌(1) − 𝑌(0)] , (2.2) where the average is over the individuals 𝑖 if 𝑌 𝑖 (𝑡) is deterministic. If 𝑌 𝑖 (𝑡) is random, the average is also over any other randomness
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ITE
Tags
#causality #statistics
Question
We get the average treatment effect (ATE) 4 by taking an average over the [...]s: 𝜏 , 𝔼[𝑌 𝑖 (1) − 𝑌 𝑖 (0)] = 𝔼[𝑌(1) − 𝑌(0)] , (2.2) where the average is over the individuals 𝑖 if 𝑌 𝑖 (𝑡) is deterministic. If 𝑌 𝑖 (𝑡) is random, the average is also over any other randomness
Answer
?
Tags
#causality #statistics
Question
We get the average treatment effect (ATE) 4 by taking an average over the [...]s: 𝜏 , 𝔼[𝑌 𝑖 (1) − 𝑌 𝑖 (0)] = 𝔼[𝑌(1) − 𝑌(0)] , (2.2) where the average is over the individuals 𝑖 if 𝑌 𝑖 (𝑡) is deterministic. If 𝑌 𝑖 (𝑡) is random, the average is also over any other randomness
Answer
ITE
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Open it We get the average treatment effect (ATE) 4 by taking an average over the ITEs: 𝜏 , 𝔼[𝑌 𝑖 (1) − 𝑌 𝑖 (0)] = 𝔼[𝑌(1) − 𝑌(0)] , (2.2) where the average is over the individuals 𝑖 if 𝑌 𝑖 (𝑡) is deterministic. If 𝑌 𝑖 (𝑡) is random, the average is also over any other ran
Original toplevel document (pdf)
owner: crocodile - (no access) - Introduction_to_Causal_Inference-Nov19_2020-Neal.pdf, p16
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