オーバーナイトと日中リターン(東証全銘柄)のバックテスト
Overnight vs Intraday Return (JP All Stocks)
slug: overnight-intraday-jp-all
東証全銘柄(約3,747銘柄)でオーバーナイトと日中リターンをバックテストした。768通りの中央値 Sharpe は -0.40。p-value は 0.36。Max DD は -26.6%。期間は 2022-02-01〜2026-09-01。最良 Sharpe +0.80 は代表値ではない。
判定は rejected。中央値は promising(Sharpe > 0.5 かつ p-value < 0.05)にも marginal(Sharpe > 0.05 かつ最良 p-value < 0.10)にも届いていない。主因は no_edge。レジーム・取引回数・コストには分類されず、中央値が採用ラインに届いていない。
成績の中央値
Sharpe(中央値)
-0.40
Max DD
-26.6%
勝率
—
Alpha(年率)
—
p-value
0.36
期間: 2022-02-01 → 2026-09-01
768通りの Sharpe:中央値 -0.40最良 0.80 (代表値ではない)最悪 -2.11p25–p75 -0.69–-0.17
仮説
原文は英語。
Lou, Polk, Skouras (2019): decompose returns into overnight and intraday components. Testing on the full Japanese stock universe.
採用しなかった理由
Across 768 grid combinations, median Sharpe=-0.40, best=0.80. Primary failure mode: no_edge.
検証ファクト (5)
Best grid Sharpe ratio is 0.80 (p=0.087).
period 2022-02-01–2026-09-01; cost=5bps
cite ↗ /cite/overnight-intraday-jp-all-fact-best-sharpevia r-overnight-intraday-jp-all-0512
Median Sharpe across 768 grid runs is -0.40.
Full grid of 768 parameter combinations.
Median Sharpe in DOWN regime is -1.00 across 768 runs.
Regime=DOWN, N225 SMA20/SMA60 classification.
Median Sharpe in FLAT regime is -0.16 across 768 runs.
Regime=FLAT, N225 SMA20/SMA60 classification.
Median Sharpe in UP regime is -0.46 across 768 runs.
Regime=UP, N225 SMA20/SMA60 classification.
検証ラン (30)
| run | params | sharpe | UP | FLAT | DOWN |
|---|---|---|---|---|---|
signal_type=overnight, formation_days=5, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0000 | cost_bps: 5 n_stocks: 5 regime_gate: false | -0.18 | -0.40 | +0.41 | -2.57 |
signal_type=overnight, formation_days=5, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0001 | cost_bps: 5 n_stocks: 5 regime_gate: true | -0.14 | -0.28 | +0.41 | -2.57 |
signal_type=overnight, formation_days=5, holding_days=1, n_stocks=5, cost_bps=10, regime_gate=False r-overnight-intraday-jp-all-0002 | cost_bps: 10 n_stocks: 5 regime_gate: false | -0.27 | -0.49 | +0.33 | -2.75 |
signal_type=overnight, formation_days=5, holding_days=1, n_stocks=5, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0003 | cost_bps: 10 n_stocks: 5 regime_gate: true | -0.21 | -0.33 | +0.33 | -2.75 |
signal_type=overnight, formation_days=5, holding_days=1, n_stocks=50, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0012 | cost_bps: 5 n_stocks: 50 regime_gate: false | -0.17 | -0.09 | +0.05 | -0.63 |
signal_type=overnight, formation_days=5, holding_days=10, n_stocks=20, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0040 | cost_bps: 5 n_stocks: 20 regime_gate: false | +0.33 | +0.39 | +0.84 | -2.20 |
signal_type=overnight, formation_days=5, holding_days=20, n_stocks=5, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0048 | cost_bps: 5 n_stocks: 5 regime_gate: false | -0.54 | -0.48 | -0.32 | -1.38 |
signal_type=overnight, formation_days=10, holding_days=1, n_stocks=50, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0077 | cost_bps: 5 n_stocks: 50 regime_gate: true | -0.07 | +0.09 | +0.07 | -0.72 |
signal_type=overnight, formation_days=10, holding_days=20, n_stocks=5, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0113 | cost_bps: 5 n_stocks: 5 regime_gate: true | -0.85 | -1.08 | -0.53 | -1.06 |
signal_type=overnight, formation_days=20, holding_days=5, n_stocks=10, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0149 | cost_bps: 5 n_stocks: 10 regime_gate: true | -0.86 | -0.78 | -0.23 | -3.10 |
signal_type=overnight, formation_days=20, holding_days=20, n_stocks=20, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0185 | cost_bps: 5 n_stocks: 20 regime_gate: true | -0.48 | -0.85 | +0.26 | -1.60 |
signal_type=overnight, formation_days=60, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0192 | cost_bps: 5 n_stocks: 5 regime_gate: false | -0.66 | +0.21 | -1.68 | -0.29 |
signal_type=overnight, formation_days=60, holding_days=5, n_stocks=50, cost_bps=10, regime_gate=False r-overnight-intraday-jp-all-0222 | cost_bps: 10 n_stocks: 50 regime_gate: false | -0.54 | -0.77 | -0.00 | -1.89 |
signal_type=intraday, formation_days=5, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0256 | cost_bps: 5 n_stocks: 5 regime_gate: false | -0.98 | -0.32 | -1.39 | -1.07 |
signal_type=intraday, formation_days=5, holding_days=1, n_stocks=5, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0259 | cost_bps: 10 n_stocks: 5 regime_gate: true | -1.08 | -0.50 | -1.46 | -1.17 |
signal_type=intraday, formation_days=5, holding_days=10, n_stocks=10, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0295 | cost_bps: 10 n_stocks: 10 regime_gate: true | -1.04 | -0.57 | -1.72 | -0.48 |
signal_type=intraday, formation_days=10, holding_days=1, n_stocks=20, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0331 | cost_bps: 10 n_stocks: 20 regime_gate: true | -0.59 | +0.09 | -1.39 | -0.48 |
signal_type=intraday, formation_days=10, holding_days=10, n_stocks=50, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0367 | cost_bps: 10 n_stocks: 50 regime_gate: true | -0.49 | -0.19 | -1.41 | +0.38 |
signal_type=intraday, formation_days=10, holding_days=20, n_stocks=5, cost_bps=10, regime_gate=True r-overnight-intraday-jp-all-0371 | cost_bps: 10 n_stocks: 5 regime_gate: true | -2.11 | -2.49 | -1.82 | -2.04 |
signal_type=intraday, formation_days=20, holding_days=5, n_stocks=10, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0404 | cost_bps: 5 n_stocks: 10 regime_gate: false | -1.57 | -1.72 | -1.06 | -3.37 |
signal_type=intraday, formation_days=20, holding_days=20, n_stocks=20, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0440 | cost_bps: 5 n_stocks: 20 regime_gate: false | -0.63 | -0.33 | -0.56 | -1.52 |
signal_type=intraday, formation_days=60, holding_days=5, n_stocks=50, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0476 | cost_bps: 5 n_stocks: 50 regime_gate: false | -0.35 | -0.86 | +0.76 | -0.75 |
signal_type=overnight_minus_intraday, formation_days=5, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=False r-overnight-intraday-jp-all-0512 | cost_bps: 5 n_stocks: 5 regime_gate: false | +0.80 | +0.80 | +1.00 | +0.18 |
signal_type=overnight_minus_intraday, formation_days=5, holding_days=1, n_stocks=5, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0513 | cost_bps: 5 n_stocks: 5 regime_gate: true | +0.49 | -0.11 | +1.00 | +0.18 |
signal_type=overnight_minus_intraday, formation_days=5, holding_days=10, n_stocks=10, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0549 | cost_bps: 5 n_stocks: 10 regime_gate: true | +0.07 | -0.69 | +1.07 | -0.69 |
signal_type=overnight_minus_intraday, formation_days=10, holding_days=1, n_stocks=20, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0585 | cost_bps: 5 n_stocks: 20 regime_gate: true | -0.12 | -0.83 | +0.54 | -0.30 |
signal_type=overnight_minus_intraday, formation_days=10, holding_days=10, n_stocks=50, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0621 | cost_bps: 5 n_stocks: 50 regime_gate: true | -0.40 | -1.00 | +0.37 | -0.85 |
signal_type=overnight_minus_intraday, formation_days=20, holding_days=5, n_stocks=5, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0657 | cost_bps: 5 n_stocks: 5 regime_gate: true | -0.64 | -0.79 | -0.71 | -0.10 |
signal_type=overnight_minus_intraday, formation_days=20, holding_days=20, n_stocks=10, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0693 | cost_bps: 5 n_stocks: 10 regime_gate: true | -0.25 | -0.86 | +0.01 | +0.44 |
signal_type=overnight_minus_intraday, formation_days=60, holding_days=5, n_stocks=20, cost_bps=5, regime_gate=True r-overnight-intraday-jp-all-0729 | cost_bps: 5 n_stocks: 20 regime_gate: true | -0.44 | -0.45 | -0.22 | -0.99 |
対象ユニバース
Tokyo Stock Exchange all listed (Prime/Standard/Growth), ~3747 stocks
関連する戦略
source: qbuntu-analysis · kabu STATION REST API + J-Quants daily bars
computed asof: 2026-09-26T05:57:21