040概率困难derivationlong
Sequential Signal Updating and the Tower Property
题目
A quant researcher believes a directional signal has accuracy that is either or , each equally likely a priori. On each day the signal independently (given ) predicts the market direction, and is correct with probability .
(a) On Day 1 the signal is correct. What is the posterior ?
(b) On Day 2 the signal is wrong. Starting from the Day-1 posterior, compute the updated .
(c) Verify the tower property of conditional expectation: show that , where denotes the Day-1 outcome. Compute all quantities explicitly.
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你的答案
(a)
(b)
(c) E[p]
(c) E[p|C1]
(c) E[p|W1]