Conditioning Brownian motion on its future

Standard Brownian motion is observed at time 55 to be W5=3W_5 = 3. Given only that information, what is the expected value of W2W_2 (the earlier position, to two decimals)?

Show hints (2)+
  1. (W2,W5)(W_2,W_5) are jointly Gaussian; regress W2W_2 on W5W_5.
  2. E[W2∣W5]=Cov⁡(W2,W5)Var⁡(W5)W5=25W5E[W_2\mid W_5]=\tfrac{\operatorname{Cov}(W_2,W_5)}{\operatorname{Var}(W_5)}W_5=\tfrac{2}{5}W_5.

Answer

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1.2 (± 0.001)

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