lookahead-bias-paper/paper/sections/06_experimental_setup.tex
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\section{Experimental Setup}
\label{sec:experimental-setup}
% TODO content notes:
% - Enumerate the 5 experiments (full spec lives in experiments/README.md,
% this section is the paper-facing summary):
% 1. Baseline replication: run K12 golden hyperparameters on real BTCUSDT
% 1m data, buggy backtester, reproduce Sharpe 14.49.
% 2. Honest replication: same hyperparameters, same data, time_machine.py
% (bar-by-bar, no lookahead), reproduce Sharpe -0.25.
% 3. Noise harness on buggy backtester: same hyperparameters, >=30 GBM
% seeds, buggy backtester. Expect systematically positive Sharpe.
% 4. Noise harness on honest backtester: same setup, time_machine.py.
% Expect Sharpe distribution centered at 0.
% 5. Sensitivity check: vary the lookahead window size synthetically
% (1-bar through N-bar leak) to show Sharpe scales with leak size, not
% coincidence.
% - State software/hardware environment: pinned in env/requirements.txt,
% env/python_version.txt, env/os_info.txt under audit/input/ (forensic)
% and experiments/requirements.txt (reproduction environment going
% forward, which may differ in version but not in semantics).
% - State exactly which files are authoritative for each experiment number
% once experiments/0N_*.py scripts exist.