lookahead-bias-paper/paper/sections/07_results.tex
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\section{Results}
\label{sec:results}
% TODO content notes:
% - Table 1: side-by-side Sharpe (and other metrics: max drawdown, win rate,
% total return) for buggy vs honest backtester on real data. This is the
% "leak signature" headline result.
% - Figure 1 (leak_signature.png): equity curve comparison, buggy vs honest,
% same hyperparameters, real data.
% - Figure 2 (noise_control.png): histogram/distribution of Sharpe across
% >=30 GBM seeds, buggy backtester overlaid with honest backtester. The
% buggy distribution should be visibly shifted positive; the honest one
% centered near 0.
% - Figure 3 (fix_comparison.png): before/after of the actual code diff that
% fixed the leak, annotated with the Sharpe delta it caused.
% - Do not write actual numbers into this section until results/raw/*.json
% exist and have been validated against the audit/input/results/ originals
% (see MANIFEST.md hashes). Every number in this section must be traceable
% to a specific file + seed + commit.