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Trend-Following Backtester · Guide · backtest 한국어

equity · KR

제이앤티씨 backtest

10 trend-following strategies were compared on the full daily history of 제이앤티씨. 7 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 3.8%, MDD -16.5%).

Data 2020-03-04 ~ 2026-07-31daily bars 1,570 (6.4 years)Costs 0.5%Venue XKOSMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 3.9%, drawdown -70.2%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 13.6%, MDD -63.0%, Sharpe 0.50, 42% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 9.7%p higher than buy and hold, while drawdown improves by 7.2%p (CAGR 3.8%, MDD -16.5%, exposure 3%).

The alternative must retain 75% of buy-and-hold CAGR, improve drawdown by at least 20% and 5 percentage points, and stay below 95% exposure; the ranking weights return retention 60% and drawdown improvement 40%.

Strategy · parametersCAGRMDDSharpeCalmarTotalTradesExposure
EMA 크로스오버
fast=48, slow=172
13.6%-63.0%0.500.222.3x442%
ROC 모멘텀
n=97, threshold=0.03
13.1%-49.7%0.500.262.2x4242%
Supertrend
period=14, mult=3.2
13.3%-60.1%0.500.222.2x3847%
SMA 크로스오버
fast=48, slow=140
10.8%-63.0%0.450.171.9x837%
Donchian 채널 돌파
entryN=55, exitN=40
8.8%-70.3%0.410.121.7x832%
MACD
fast=7, slow=22, signal=3
6.7%-51.3%0.360.131.5x22050%
볼린저 밴드 돌파
n=23, k=3
5.7%-20.3%0.340.281.4x1811%
ADX / DI 방향성
period=16, threshold=38
3.8%-16.5%0.340.231.3x63%
Parabolic SAR
step=0.015, maxStep=0.12
1.4%-61.5%0.250.021.1x10650%
Keltner 채널 돌파
emaPeriod=25, atrPeriod=8, mult=0.7
0.7%-62.1%0.230.011.0x8637%
Buy and hold3.9%-70.2%0.380.051.3x1100%
1x 2021 2022 2023 2024 2025 2026 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -35% -53% -70% 2021 2022 2023 2024 2025 2026 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -63.0% (2024-07-04 → 2026-03-04), prior peak not yet recovered.

Rules of the top strategy

Uses two exponential averages (more weight on recent prices) and trades their crossover.

Method and caveats

Past performance does not guarantee future returns. Parameters were selected on the same full-history sample using sharpe over 40 trials per strategy, so results contain in-sample bias. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-run the same setupMore KR assetsAll asset reports

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