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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Ingenic Semiconductor Co., Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Ingenic Semiconductor Co., Ltd Class A. 9 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 20.4%, MDD -42.1%).

Data 2011-05-31 ~ 2026-07-31daily bars 3,682 (15.2 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 14.3%, drawdown -77.5%).

Sharpe leader (same as main): MACD — CAGR 27.2%, MDD -71.7%, Sharpe 0.78, 48% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 12.8%p higher than buy and hold, while drawdown improves by 5.9%p (CAGR 20.4%, MDD -42.1%, exposure 31%).

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=30, slow=56, signal=17
27.2%-71.7%0.780.3838.4x11648%
Keltner 채널 돌파
emaPeriod=50, atrPeriod=8, mult=2.4
20.4%-42.1%0.690.4916.8x5231%
Supertrend
period=14, mult=3
22.3%-64.9%0.680.3421.1x9253%
Donchian 채널 돌파
entryN=74, exitN=74
19.7%-75.2%0.630.2615.3x1555%
볼린저 밴드 돌파
n=39, k=1.5
17.2%-60.2%0.600.2911.1x8840%
ADX / DI 방향성
period=13, threshold=22
16.7%-47.3%0.590.3510.4x14841%
SMA 크로스오버
fast=14, slow=34
17.4%-77.5%0.590.2211.4x10449%
Parabolic SAR
step=0.02, maxStep=0.24
16.6%-64.8%0.580.2610.3x27651%
EMA 크로스오버
fast=21, slow=151
14.9%-71.6%0.540.218.2x2550%
ROC 모멘텀
n=95, threshold=0
13.0%-84.2%0.500.156.3x11551%
Buy and hold14.3%-77.5%0.530.197.6x1100%
1x 10x 2012 2014 2016 2018 2020 2022 2024 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -39% -58% -78% 2012 2014 2016 2018 2020 2022 2024 2026 Buy and holdMACD
MACD maximum drawdown -71.7% (2021-07-29 → 2024-08-06), recovered after 1,789 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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