業績予想修正(東証グロース)のバックテスト
Forecast Revision (JP Growth Stocks)
slug: forecast-revision-jp-growth
東証グロース(約495銘柄)で業績予想修正をバックテストした。48通りの中央値 Sharpe は +0.26。p-value は 0.56。Max DD は -7.4%。期間は 2024-03-01〜2026-09-01。最良 Sharpe +0.79 は代表値ではない。
判定は marginal。どこかのパラメータでは p-value が 0.10 を下回るが、中央値自体は promising の基準(Sharpe > 0.5 かつ p-value < 0.05)に届いていない。上昇・横ばい・下落で結果が割れ、中央値としては安定しない。
成績の中央値
Sharpe(中央値)
+0.26
Max DD
-7.4%
勝率
—
Alpha(年率)
—
p-value
0.56
期間: 2024-03-01 → 2026-09-01
48通りの Sharpe:中央値 0.26最良 0.79 (代表値ではない)最悪 -1.71p25–p75 -0.21–0.39
仮説
原文は英語。
Japanese companies publish their own full-year guidance; upward revisions are informative and historically under-reacted to. Ranking on the latest guidance revision tests for a post-revision drift analogous to PEAD.
採用しなかった理由
Across 48 grid combinations, median Sharpe=0.26, best=0.79. Primary failure mode: regime_dependent.
検証ファクト (5)
Best grid Sharpe ratio is 0.79 (p=0.22).
period 2024-03-01–2026-09-01; cost=5bps
cite ↗ /cite/forecast-revision-jp-growth-fact-best-sharpevia r-forecast-revision-jp-growth-0028
Median Sharpe across 48 grid runs is 0.26.
Full grid of 48 parameter combinations.
Median Sharpe in DOWN regime is 0.51 across 48 runs.
Regime=DOWN, N225 SMA20/SMA60 classification.
Median Sharpe in FLAT regime is -0.54 across 48 runs.
Regime=FLAT, N225 SMA20/SMA60 classification.
Median Sharpe in UP regime is 0.93 across 48 runs.
Regime=UP, N225 SMA20/SMA60 classification.
検証ラン (30)
| run | params | sharpe | UP | FLAT | DOWN |
|---|---|---|---|---|---|
n_stocks=5, cost_bps=5, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0000 | cost_bps: 5 n_stocks: 5 regime_gate: false | -0.06 | +0.16 | -0.54 | +1.62 |
n_stocks=5, cost_bps=5, regime_gate=False, holding_days=5 r-forecast-revision-jp-growth-0001 | cost_bps: 5 n_stocks: 5 regime_gate: false | +0.26 | +2.22 | -0.94 | +0.69 |
n_stocks=5, cost_bps=5, regime_gate=False, holding_days=20 r-forecast-revision-jp-growth-0002 | cost_bps: 5 n_stocks: 5 regime_gate: false | +0.42 | +1.31 | -0.10 | +1.43 |
n_stocks=5, cost_bps=5, regime_gate=True, holding_days=1 r-forecast-revision-jp-growth-0003 | cost_bps: 5 n_stocks: 5 regime_gate: true | +0.19 | +1.02 | -0.54 | +1.62 |
n_stocks=5, cost_bps=5, regime_gate=True, holding_days=5 r-forecast-revision-jp-growth-0004 | cost_bps: 5 n_stocks: 5 regime_gate: true | +0.37 | +3.76 | -0.94 | +0.69 |
n_stocks=5, cost_bps=5, regime_gate=True, holding_days=20 r-forecast-revision-jp-growth-0005 | cost_bps: 5 n_stocks: 5 regime_gate: true | +0.35 | +1.34 | -0.10 | +1.43 |
n_stocks=5, cost_bps=10, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0006 | cost_bps: 10 n_stocks: 5 regime_gate: false | -0.21 | +0.03 | -0.71 | +1.47 |
n_stocks=5, cost_bps=10, regime_gate=False, holding_days=5 r-forecast-revision-jp-growth-0007 | cost_bps: 10 n_stocks: 5 regime_gate: false | +0.18 | +2.15 | -1.02 | +0.52 |
n_stocks=5, cost_bps=10, regime_gate=False, holding_days=20 r-forecast-revision-jp-growth-0008 | cost_bps: 10 n_stocks: 5 regime_gate: false | +0.39 | +1.28 | -0.13 | +1.35 |
n_stocks=5, cost_bps=10, regime_gate=True, holding_days=1 r-forecast-revision-jp-growth-0009 | cost_bps: 10 n_stocks: 5 regime_gate: true | +0.05 | +0.93 | -0.71 | +1.47 |
n_stocks=5, cost_bps=10, regime_gate=True, holding_days=5 r-forecast-revision-jp-growth-0010 | cost_bps: 10 n_stocks: 5 regime_gate: true | +0.30 | +3.70 | -1.02 | +0.52 |
n_stocks=5, cost_bps=10, regime_gate=True, holding_days=20 r-forecast-revision-jp-growth-0011 | cost_bps: 10 n_stocks: 5 regime_gate: true | +0.33 | +1.32 | -0.13 | +1.35 |
n_stocks=10, cost_bps=5, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0012 | cost_bps: 5 n_stocks: 10 regime_gate: false | -0.18 | -0.12 | -0.26 | +0.14 |
n_stocks=10, cost_bps=5, regime_gate=False, holding_days=5 r-forecast-revision-jp-growth-0013 | cost_bps: 5 n_stocks: 10 regime_gate: false | +0.08 | +1.50 | -0.42 | -2.28 |
n_stocks=10, cost_bps=5, regime_gate=False, holding_days=20 r-forecast-revision-jp-growth-0014 | cost_bps: 5 n_stocks: 10 regime_gate: false | +0.48 | +1.07 | +0.08 | +1.89 |
n_stocks=10, cost_bps=5, regime_gate=True, holding_days=1 r-forecast-revision-jp-growth-0015 | cost_bps: 5 n_stocks: 10 regime_gate: true | -0.02 | +0.26 | -0.26 | +0.14 |
n_stocks=10, cost_bps=5, regime_gate=True, holding_days=5 r-forecast-revision-jp-growth-0016 | cost_bps: 5 n_stocks: 10 regime_gate: true | +0.50 | +2.07 | -0.42 | -2.28 |
n_stocks=10, cost_bps=5, regime_gate=True, holding_days=20 r-forecast-revision-jp-growth-0017 | cost_bps: 5 n_stocks: 10 regime_gate: true | +0.38 | +0.87 | +0.08 | +1.89 |
n_stocks=10, cost_bps=10, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0018 | cost_bps: 10 n_stocks: 10 regime_gate: false | -0.47 | -0.36 | -0.55 | -0.22 |
n_stocks=10, cost_bps=10, regime_gate=False, holding_days=5 r-forecast-revision-jp-growth-0019 | cost_bps: 10 n_stocks: 10 regime_gate: false | -0.08 | +1.33 | -0.57 | -2.67 |
n_stocks=10, cost_bps=10, regime_gate=False, holding_days=20 r-forecast-revision-jp-growth-0020 | cost_bps: 10 n_stocks: 10 regime_gate: false | +0.43 | +1.02 | +0.03 | +1.79 |
n_stocks=10, cost_bps=10, regime_gate=True, holding_days=1 r-forecast-revision-jp-growth-0021 | cost_bps: 10 n_stocks: 10 regime_gate: true | -0.24 | +0.16 | -0.55 | -0.22 |
n_stocks=10, cost_bps=10, regime_gate=True, holding_days=5 r-forecast-revision-jp-growth-0022 | cost_bps: 10 n_stocks: 10 regime_gate: true | +0.39 | +2.02 | -0.57 | -2.67 |
n_stocks=10, cost_bps=10, regime_gate=True, holding_days=20 r-forecast-revision-jp-growth-0023 | cost_bps: 10 n_stocks: 10 regime_gate: true | +0.33 | +0.84 | +0.03 | +1.79 |
n_stocks=20, cost_bps=5, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0024 | cost_bps: 5 n_stocks: 20 regime_gate: false | -0.23 | -0.10 | -0.32 | -0.31 |
n_stocks=20, cost_bps=5, regime_gate=False, holding_days=5 r-forecast-revision-jp-growth-0025 | cost_bps: 5 n_stocks: 20 regime_gate: false | +0.27 | +0.93 | -0.07 | +0.15 |
n_stocks=20, cost_bps=5, regime_gate=False, holding_days=20 r-forecast-revision-jp-growth-0026 | cost_bps: 5 n_stocks: 20 regime_gate: false | +0.64 | +1.41 | +0.13 | +0.49 |
n_stocks=20, cost_bps=5, regime_gate=True, holding_days=5 r-forecast-revision-jp-growth-0028 | cost_bps: 5 n_stocks: 20 regime_gate: true | +0.79 | +2.34 | -0.07 | +0.15 |
n_stocks=50, cost_bps=5, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0036 | cost_bps: 5 n_stocks: 50 regime_gate: false | -1.05 | -1.03 | -1.15 | -0.39 |
n_stocks=50, cost_bps=10, regime_gate=False, holding_days=1 r-forecast-revision-jp-growth-0042 | cost_bps: 10 n_stocks: 50 regime_gate: false | -1.71 | -1.50 | -1.94 | -2.32 |
対象ユニバース
Tokyo Stock Exchange Growth Market, ~495 stocks, tv >= 30M JPY; fundamentals from J-Quants financial statements (coverage from 2023-12)
関連する戦略
source: qbuntu-analysis · kabu STATION REST API + J-Quants daily bars
computed asof: 2026-09-24T21:54:30