Why Live Deployment Changes the Labeling Environment
Why can a model that looked predictive in backtests become less predictive once a desk actually starts trading on it?
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中文题目Why can a model that looked predictive in backtests become less predictive once a desk actually starts trading on it?
打开 →A bidder has value $0.9$ in a two-bidder private-value environment with values i.i.d. $\mathrm{Uniform}(0,1)$. Compute that bidder's expected utility in (a) the first-price equilibrium and (b) the truthful second-price auction. Verify that the utilities agree.
打开 →A sparse signal library was screened on short samples; the surviving signal is significant but came from a very low-power environment. Why should its in-sample effect size be viewed skeptically?
打开 →Give one practical reason a quant team might prefer a frequentist asymptotic analysis over a full Bayesian analysis when the sample is enormous and arrives from a stable high-liquidity environment.
打开 →Explain why the winner's curse is a feature of common-value auctions but not of independent private-value auctions. Your answer should make clear what information winning reveals in each environment.
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