Trend-Following Backtester · Guide · backtest 한국어

equity · TH

KrungThai Card Public Co. Ltd. backtest

10 trend-following strategies were compared on the full daily history of KrungThai Card Public Co. Ltd.. 9 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 22.1%, MDD -27.7%).

Data 2002-10-28 ~ 2026-07-31daily bars 5,852 (23.8 years)Costs 0.5%Venue SETMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 14.6%, drawdown -85.9%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 26.3%, MDD -29.6%, Sharpe 1.08, 31% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 11.6%p higher than buy and hold, while drawdown improves by 56.3%p (CAGR 22.1%, MDD -27.7%, exposure 27%).

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
볼린저 밴드 돌파
n=61, k=2.3
26.3%-29.6%1.080.89254.1x4731%
Keltner 채널 돌파
emaPeriod=55, atrPeriod=26, mult=3.7
22.1%-27.7%0.980.80115.1x4727%
Donchian 채널 돌파
entryN=69, exitN=41
23.9%-38.0%0.940.63161.1x3943%
ADX / DI 방향성
period=22, threshold=14
23.3%-46.7%0.910.50144.4x21141%
SMA 크로스오버
fast=39, slow=60
24.1%-50.0%0.910.48167.9x9750%
ROC 모멘텀
n=65, threshold=0.06
21.9%-40.1%0.870.55110.6x19339%
EMA 크로스오버
fast=36, slow=61
20.5%-40.6%0.780.5083.3x5350%
MACD
fast=15, slow=59, signal=16
17.4%-60.5%0.720.2944.9x24351%
Parabolic SAR
step=0.015, maxStep=0.34
14.8%-57.0%0.640.2626.5x33650%
Supertrend
period=10, mult=2.8
14.3%-72.3%0.620.2024.0x17353%
Buy and hold14.6%-85.9%0.550.1725.5x1100%
1x 10x 100x 2003 2006 2009 2012 2015 2018 2021 2024 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -43% -64% -86% 2003 2006 2009 2012 2015 2018 2021 2024 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -29.6% (2021-04-01 → 2026-06-23), prior peak not yet recovered.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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 setupAll asset reports

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