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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Shenzhen Kinwong Electronic Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Shenzhen Kinwong Electronic Co., Ltd. Class A. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester.

Data 2017-01-09 ~ 2026-08-31daily bars 2,340 (9.6 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 18.5%, drawdown -59.9%).

Sharpe leader (same as main): MACD — CAGR 9.3%, MDD -50.5%, Sharpe 0.44, 49% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 9.6%, MDD -56.3%, exposure 54%.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
MACD
fast=13, slow=47, signal=14
9.3%-50.5%0.440.182.4x11749%
SMA 크로스오버
fast=44, slow=316
9.6%-56.3%0.440.172.4x1354%
EMA 크로스오버
fast=57, slow=222
9.3%-50.8%0.430.182.4x1160%
Donchian 채널 돌파
entryN=31, exitN=74
9.4%-53.9%0.430.172.4x1771%
Keltner 채널 돌파
emaPeriod=11, atrPeriod=9, mult=3.5
3.2%-12.4%0.410.261.4x42%
ROC 모멘텀
n=263, threshold=-0.07
7.4%-68.7%0.380.112.0x6764%
볼린저 밴드 돌파
n=43, k=2.9
5.9%-34.1%0.370.171.7x2319%
Supertrend
period=29, mult=1.1
6.1%-51.6%0.350.121.8x21747%
Parabolic SAR
step=0.025, maxStep=0.12
4.8%-55.5%0.310.091.6x21648%
ADX / DI 방향성
period=6, threshold=28
4.6%-47.9%0.300.101.5x21338%
Buy and hold18.5%-59.9%0.610.315.1x1100%
1x 2018 2020 2022 2024 2026 SMA 크로스오버MACDBuy and hold
MACD (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -15% -30% -45% -60% 2018 2020 2022 2024 2026 Buy and holdSMA 크로스오버MACD
MACD maximum drawdown -50.5% (2019-08-19 → 2021-10-27), recovered after 1,982 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

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